Publications

Refereed Journal Publications

1. Leveraging arbitrary mobile sensor trajectories with shallow recurrent decoder networks for full-state reconstruction, arXiv:2307.11793 (Ebers, Williams, Steele & Kutz)
   
   

2. Sensing with shallow recurrent decoder networks, arXiv:2301.12011 (Williams, Zahn & Kutz)
   
   

3. Data-Induced Interactions of Sparse Sensors, arXiv:2307.11838 (Klishin, Kutz & Manohar)
   
   

4. Nonlinear parametric models of viscoelastic fluid flows, arXiv:2308.04405 (Oishi, Kaptannoglu, Kutz & Brunton)
   
   

5. PyKoopman: A Python package for data-driven approximation of the Koopman operator, arXiv:2306.12962 (Pan, Kaiser, de Silva, Kutz & Brunton)
   
   

6. Deep learning based object tracking in walking droplet and granular intruder experiments, arXiv:2302.05425 (Kara, Zhang, Williams, Ferrandez-Quinto, Rhoden, Kim, Kutz, Rahman)
   
   

7. Data-driven discovery and extrapolation of parametrized pattern-forming dynamics, arXiv:2301.02673 (Nicolaou, Hua, Chen, Brunton & Kutz)
   
   

8. Non-Stationary Dynamic Mode Decomposition, bioRxiv:08.552333 (Ferre, Rockem, Buffalo, Kutz & Fairhall)
   
   

9. A machine learning approach to quantify individual gait responses to ankle exoskeletons, Journal of Biomechanics (2023) 111695 (Ebers, Rosenberg, Kutz & Steele)
   
   

10. Instantaneous amplitude: Association of ventricular fibrillation waveform measures at time of shock with outcome in out-of-hospital cardiac arrest, Journal of Electrocardiology 80 (2023) 11 (Jaureguibeitia, Coult, Sashidhar, Blackwood, Kutz, Kudenchuck, Rea and Kwok)
    
    

11. Prediction of Shock-Refractory Ventricular Fibrillation During Resuscitation of Out-of-Hospital Cardiac Arrest, Circulation 2023 (Could, Yang, Kwok, Kutz, Boyle, Blackwood, Rea & Kudenchuck)
    
    

12. Machine learning for parameter estimation, Proceedings of the National Academy of Sciences 120 (2023) e2300990120 (Kutz)
    
    

13. Time-dependent SOLPS-ITER simulations of the tokamak plasma boundary for model predictive control using SINDy, Nuclear Fusion 63 (2023) 046015 (Lore, De Pasculle, Lalu, Russo, Park, Park, Brunton & Kaptanoglu)
    
    

14. Universal dynamics of damped-driven systems: the logistic map as a normal form for energy balance, arXiv:2211.11748 (Kutz, Rahman, Ebers, Koch & Bramburger)
    
    

15. Mobile sensor path planning for Kalman filter spatiotemporal estimation, arXiv:2212.08280 (Mei, Brunton & Kutz)
    
    

16. Convergence of uncertainty estimates in ensemble and Bayesian sparse model discovery, arXiv:2301.12649 (Gao, Fasel, Brunton & Kutz)
    
    

17. Bayesian auto encoders for data-driven discovery of coordinates, governing equations and and fundamental constants, arXiv:2211.10575 (Gao & Kutz)
    
    

18. Spatiotemporal k-means, arXiv:2211.05337 (Dorabiala, Webster, Kutz & Aravkin)
    
    

19. The functional impact of 1570 SNP-accessible missense variants in human OTC, bioRxiv 2022.10.26.5.513893 (Lo, Cromie, Tang, Tang, Owens, Sir, Kutz, McLaughlin, Morizono, Caldovic, Mew, Gropman & Dudley)
    
    

20. Pilot-wave dynamics: Using dynamic mode decomposition to characterize bifurcations, routes to chaos and emergent statistics, arXiv:2210.07097 (Kutz, Nachbin, Baddoo & Bush)
    
    

21. Saddle transport and chaos in the double pendulum, Nonlinear Dynamics 111 (2023) 7199 (Kaheman, Bramburger, Kutz & Brunton)
    
    

22. Koopman-inspired approach for identification of exogenous anomalies in nonstationary time-series data, Machine Learning: Science and Technology (2023) (Mallen, Keller & Kutz)
    
    

23. Solving nonlinear ordinary differential equations using the invariant manifolds and Koopman eigenfunctions, arXiv:2208.08529 (Morrison & Kutz)
    
    

24. Data-driven discovery of governing equations for coarse-grained heterogeneous network dynamics, arXiv:2205.10965 (Owens & Kutz)
    
    

25. Efficient magnetometer sensor array selection for signal reconstruction and brain source localization, arXiv:2205.10925 (Yeo, Taulu & Kutz)
    
    

26. The experimental multi-arm pendulum on a cart: A benchmark system for chaos, learning and control, HardwareX (2023) e00465 (Kaheman, Fasel, Bramburger, Strom, Kutz & Brunton)
    
    

27. Neural implicit flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data , arXiv:2204.03216 (Pan, Brunton & Kutz)
    
    

28. Walking droplets as a damped-driven system , SIAM Journal on Applied Dynamical Systems 22 (2023) 1219 (Rahman & Kutz)
    
    

29. Discrepancy modeling framework: learning missing physics, modeling systematic residuals and disambiguating between deterministic and random effects , arXiv:2203.05164 (Ebers, Steele & Kutz)
    
    

30. Transitions between peace and systematic war as bifurcations in a signed network dynamical system, arXiv:2203.04451 (Morrison, Kutz & Gabbay)
    
    

31. An adaptive spectral Koopman method for dynamical systems, SIAM Journal on Applied Dynamical Systems 22 (2023) 1523 (Li, Ma, Kutz & Yang)
    
    

32. Data-driven sensor placement with shallow decoder networks, arXiv:2202.05330 (Williams, Zahn & Kutz)
    
    

33. Dimensionally Consistent Learning with Buckingham Pi, Nature Computational Science 2 (2022) 834 (Bakarji, Callaham, Brunton & Kutz)
    
    

34. Machine Learning in Heterogeneous Porous Materials, arXiv:2202.04137 (D'Elia et al)
    
    

35. Model predictive control for robust quantum state preparation, arXiv:2201.05266 (Goldschmidt, DuBois, Brunton & Kutz)
    
    

36. Quantifying yeast colony morphologies with feature engineering from time-lapse photography, arXiv:2201.05259 (Goldschmidt, Kunert-Graf, Scott, Tan, Dudley & Kutz)
    
    

37. Discovering governing equations from partial measurements with deep delay autoencoders, arXiv:2201.05136 (Bakarji, Champion, Kutz & Brunton)
    
    

38. Pruning deep neural networks generates a sparse, bio-inspired nonlinear controller for insect flight, arXiv:2201.01852 (Zahn, Bustamante, Switzer, Daniel & Kutz)
    
    

39. A new approach for determining optimal placement of PM2.5 air quality sensors: case study for the contiguous United States, arXiv:2201.01041 (Kelp, Lin, Kutz & Mickley)
    
    

40. Physics-informed dynamic mode decomposition (piDMD), Proceedings of the Royal Society A 479 (2023) 20220576 (Baddoo, Herrmann, McKeon, Kutz & Brunton)
    
    

41. Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control, arXiv:2111:10992 (Fasel, Kutz, Brunton & Brunton).
    
    

42. FC2T2: The Fast Continuous Convolutional Taylor Transform with Applications in Visions and Graphics, arxiv:2111.00110 (Lange & Kutz)
    
    

43. Deeptime: a Python library for machine learning dynamical models from time series data, arxiv:2110.15013 (Hoffmann, Scherer, Hempel, Mardt, de Silva, Husic, Klus, Wu, Kutz, Brunton & Noe)
    
    

44. SINDy with Control: A Tutorial, arxiv:2108.13404 (Fasel, Kaiser, Kutz, Brunton & Brunton)
    
    

45. Robust trimmed k-means, arxiv:2108.07186 (Dorabiala, Kutz & Aravkin)
    
    

46. Bagging, optimized dynamic mode decomposition (BOP-DMD) for robust, stable forecasting with spatial and temporal uncertainty-quantification, arxiv:2107.10878 (Sashidhar & Kutz)
    
    

47. Sparsifying priors for Bayesian uncertainty quantification in model discovery, arxiv:2107.02107 (Hirsh, Barajas-Solano & Kutz)
    
    

48. Deep probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties, International Journal of Forecasting (2023) (Mallen, Lange & Kutz)
    
    

49. Learning normal form autoencoders for data-driven discovery of universal, parameter-dependent governing equations, arxiv:2106.05102 (Kalia, Brunton, Meijer, Brune & Kutz)
    
    

50. Modern Koopman Theory for Dynamical Systems, arXiv:2102.12086 (Brunton, Budisic, Kaiser & Kutz)
    
    

51. Dynamic mode decomposition for forecasting and analysis of power grid load data, arXiv:2010.04248 (Dylewsky, Barajas-Solano, Ma, Tartakovsky & Kutz)
    
    

52. Hierarchical deep learning of multiscale differential equation time-steppers, arXiv:2008.09768 (Liu, Kutz & Brunton)
    
    

53. Physics-informed machine learning for sensor fault detection with flight test data, arXiv:2006.13380 (de Silva, Callahan, Jonker, Goebel, Klemisch, McDonald, Hicks, Kutz, Brunton & Aravkin)
    
    

54. Characterization of Acoustic Emissions from Analogue Rocks Using Sparse Regression-DMDc, Journal of Geophysical Research: Solid Earth (2022) (Fieseler, Mitchell, Pyrak-Nolte & Kutz)
    
    

55. Principal Component Trajectories (PCT): Nonlinear dynamics as a superposition of time-delayed periodic orbits, Physical Review E 105 (2022) 015312 (Dylewsky, Kaiser, Brunton & Kutz)
    
    

56. Multiresolution Convolutional Autoencoders, Journal of Computational Physics 474 (2023) 111801 (Liu, Ponce, Brunton & Kutz)
    
    

57. Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data, Machine Learning Science and Technology 3 (2022) 015031 (Kaheman, Brunton & Kutz)
    
    

58. Dynamic mode decomposition for aero-optic wavefront characterization, Optical Engineering 61 (2022) 013105 (Sashidhar, Sahba, Wilcox, McDaniel, Brunton & Kutz
    
    

59. A toolkit for data-driven discovery of governing equations in high-noise regimes, IEEE Access 10 (2022) 31210 (Delahunt & Kutz)
    
    

60. Data-driven modeling of two-dimensional detonation wave fronts, Wave Motion 109 (2022) 102879 (Mendible, Lowrie, Brunton & Kutz)
    
    

61. Optimal sensor and actuator placement using balance model reduction, IEEE Transactions on Automatic Control 67 (2022) 2108 (Manohar, Kutz & Brunton)
    
    

62. Robust and scalable methods for the dynamic mode decomposition, SIAM Journal on Applied Dynamical Systems 21 (2022) 60 (Askham, Zheng, Aravkin & Kutz)
    
    

63. PySINDy: A comprehensive python package for robust sparse system identification, Journal of Open Source Software 7 (2022) 3994 (Kaptanoglu, de Silva, Fasel, Kaheman, Callaham, Delahunt, Champion, Loiseau, Kutz & Brunton)
    
    

64. Structured time-delay models for dynamical systems with connections to Frenet-Serret frame, Proceedings of the Royal Society A 477 (2021) 202110097 (Hirsh, Ichinaga, Brunton, Kutz & Brunton)
    
    

65. Data-Driven Stabilization of Periodic Orbits, IEEE Access 9 (2021) 43504 (Bramburger, Kutz & Brunton)
    
    

66. Extraction of instantaneous frequencies and amplitudes in nonstationary time-series data, IEEE Access (2021) (Shea, Giridharagopal, Ginger, Brunton & Kutz)
    
    

67. Machine learning and feature engineering for predicting pulse status during chest compressions, Royal Society open science 8 (2021) 210566 (Sashidhar, Kwok, Coult, Blackwood, Kudenchuck, Bhandari, Rea & Kutz)
    
    

68. DeepGreen: Deep Learning of Green's Functions for Nonlinear Boundary Value Problems, Scientific Reports 11 (2021) 1-14 (Gin, Shea, Brunton & Kutz)
    
    

69. Data-driven aerospace engineering: Reframing the industry with machine learning, AIAA Journal 59 (2021) 2820-2847 (Brunton, Kutz et al)
    
    

70. SINDy-BVP: Sparse identification of nonlinear dynamics for boundary value problems, Physical Review Research 3 (2021) 023255 (Shea, Brunton & Kutz)
    
    

71. Multi-scale physics of rotating detonation engines: Autosolitons and modulational instabilities, Physical Review E 104 (2021) 024210 (Koch, Kurosaka, Knowlen & Kutz)
    
    

72. Data-driven stochastic modeling of coarse-grained dynamics with finite-size effects using Langevin regression, Physica D 427 (2021) 133004 (Snyder, Callahan, Brunton & Kutz)
    
    

73. A dynamic, ensemble learning approach to forecast dengue fever epidemic years in Brazil using weather and population susceptibility cycles, Royal Society Interface 18 (2021) 20201006 (McGough, Clemente, Kutz & Santillana)
    
    

74. Data-driven discovery of Koopman eigenfunctions for control, Machine Learning: Science and Technology 2 (2021) 035023 (Kaiser, Kutz & Brunton)
    
    

75. Data-driven modeling of rotating detonation waves. Physical Review Fluids 6 (2021) 050507 (Mendible, Koch, Lange, Brunton & Kutz)
    
    

76. Deep Learning of Conjugate Mappings, Physica D 427 (2021) 133008 (Bramburger, Brunton & Kutz)
    
    

77. Bilinear dynamic mode decomposition for quantum control, New Journal of Physics 23 (2021) 033035 (Goldschmidt, Kaiser, DuBois, Brunton & Kutz)
    
    

78. Nonlinear control of networked dynamical systems, IEEE Transactions on Network Science and Engineering 8 (2021) 174 (Morrison & Kutz)
    
    

79. From Fourier to Koopman: Spectral Methods for Long-Term Time Series Prediction, Journal of Machine Learning Research 22 (2021) 1-38 (Lange, Brunton & Kutz)
    
    

80. Learning dominant physical processes with data-driven balance models, Nature Communications 12 (2021) 1016 (Callahan, Kutz, Brunton & Brunton)
    
    

81. Built to Last: Functional and structural mechanisms in the moth olfactory network mitigate effects of neural injury, Brain Sciences 11 (2021) 462 (Delahunt, Maia & Kutz)
    
    

82. PySensors: A Python package for sparse sensors placement, Journal of Open Source Software 6(58) (2021) 2828 (de Silva, Manohar, Clark, Brunton, Brunton & Kutz)
    
    

83. Bracketing brackets with bras and kets, Journal of Manufacturing Systems 58 (2021) 384-391 (Clark, Vincent, Kutz & Brunton)
    
    

84. Nonlinear control in the nematode C. elegans, Frontiers in Computational Neuroscience 14 (2021) 616639 (Morrison, Fiesler & Kutz)
    
    

85. Modal analysis of turbulent flow near an inclined bank-longitudinal structure junction, Journal of Hydraulic Engineering 147 (2021) 04020100 (Heydari, Diplas, Kutz & Eshkevari)
    
    

86. Multi-fidelity sensor selection: Greedy algorithms to place cheap and expensive sensors with cost constraints, IEEE Sensors Journal 21 (2021) 600-611 (Clark, Brunton & Kutz)
    
    

87. A Data-driven Surrogate Model for Work Computation of a Periodically Forced Half-Sarcomere, bioRxiv 2020 (Rudy, Williams, Kutz & Daniel)
    
    

88. Sparse Identification of Slow Timescale Dynamics, Physical Review E 102 (2020) 022204 (Bramburger, Dylewsky & Kutz)
    
    

89. Numerical differentiation of noisy data: A unifying multi-objective optimization framework, IEEE Access 8 (2020) 196865-196877 (van Breugel, Kutz & Brunton)
    
    

90. Unsupervised learning of control signals and their encodings in C. elegans whole-brain recordings, Royal Society Interface 17 (2020) 20200459 (Fiesler, Zimmer & Kutz)
    
    

91. Inferring causal networks of dynamical systems through transient dynamics and perturbations, Physical Review E 102 (2020) 042309 (Stepaniants, Brunton & Kutz)
    
    

92. Modeling thermodynamic trends of rotating detonation engines, Physics of Fluids 32 (2020) 126102 (Koch & Kutz)
    
    

93. Toward stable, general machine-learned models of the atmospheric chemical system, JGR Atmospheres 125 (2020) 2020JD032759 (Kelp, Jacob, Kutz, Marshall & Tessum)
    
    

94. Computer vision-based damage and stress state estimation for reinforced concrete and steel fiber-reinforced concrete panels, Structural and Health Monitoring 19 (2020) 1645-1665 (Davoudi, Miller, Calvi & Kutz)
    
    

95. Deep reinforcement learning for optical systems: A case study of mode-locked lasers, Machine Learning: Science and Technology 1 (2020) 045013 (Sun, Kaiser, Brunton & Kutz)
    
    

96. SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics, Proceedings of the Royal Society A (2020) (Kaheman, Kutz & Brunton)
    
    

97. Deep Learning Models for Global Coordinate Transformations that Linearize PDEs, European Journal of Applied Mathematics (2020) (Gin, Lusch, Brunton & Kutz)
    
    

98. Deep model predictive flow control with limited sensor data online learning, Theoretical and Computational Fluid Dynamics 34 (2020) 577-591 (Bieker, Peitz, Brunton, Kutz & Dellnitz)
    
    

99. A unified sparse optimization framework to learn parsimonious physics-informed models from data, IEEE Access 8 (2020) 169259-169271 (Champion, Zheng, Aravkin, Brunton & Kutz)
    
    

100. Shallow Learning for Fluid Flow Reconstruction with Limited Sensors and Limited Data, Proceedings of the Royal Society A 476 (2020) 20200097 (Erichson, Mathelin, Yao, Brunton, Mahoney & Kutz)
     
     

101. Randomized CP Tensor Decomposition, Machine Learning: Science and Technology 1 (2020) 025012 (Erichson, Manohar, Brunton & Kutz)
     
     

102. Spatio-temporal mode-locking in quadratic nonlinear media, Physical Review E 102 (2020) 022205 (Bagci & Kutz)
     
     

103. Sensor selection with cost constraints for dynamically relevant bases, IEEE Sensors Journal 20 (2020) 11674-11687 (Clark, Kutz & Brunton)
     
     

104. Dimensionality Reduction and Reduced Order Modeling for Traveling Wave Physics, Theoretical and Computational Fluid Dynamics 34 (2020) 385-400 (Mendible, Aravkin, Lowrie, Brunton & Kutz)
     
     

105. Poincare Maps for Multiscale Physics Discovery and Nonlinear Floquet Theory, Physica D 408 (2020) 132479 (Bramburger & Kutz)
     
     

106. Centering Data Improves the Dynamic Mode Decomposition, SIAM Journal on Applied Dynamical Systems 19 (2020) 1920-1955 (Hirsh, Harris, Kutz & Brunton)
     
     

107. Sparse Principal Component Analysis via Variable Projection, SIAM Journal of Applied Mathematics 80 (2020) 977-1002 (Erichson, Zeng, Manohar, Brunton, Kutz & Aravkin)
     
     

108. Signal recovery from stimulation artifacts in intracranial recordings with dictionary learning, Journal of Neural Engineering 17 (2020) 026023 (Caldwell, Cronin, Rao, Collins, Weaver, Ko, Ojemann, Kutz & Brunton)
     
     

109. Data-driven Spatiotemporal Modal Decomposition for Time Frequency Analysis, Applied and Computational Harmonic Analysis 49 (2020) 771-790 (Hirsh, Brunton, & Kutz)
     
     

110. PySINDy: A Python package for the Sparse Identification of Nonlinear Dynamics from Data, Journal of Open Source Software 5(49) (2020) 2104 (de Silva, Champion, Quade, Louiseau, Kutz & Brunton)
     
     

111. Time-Delay Observables for Koopman: Theory and Applications, SIAM Journal on Applied Dynamical Systems 19 (2020) 886-917 (Kamb, Kaiser, Brunton & Kutz)
     
     

112. Discovery of Physics from Data: Universal Laws and Discrepancies, Frontiers in Artificial Intelligence 3 (2020) Article 25 (de Silva, Higdon, Brunton & Kutz)
     
     

113. Frequency comb generation at 800nm in waveguide array quantum well diode lasers, IEEE Journal of Quantum Electronics 56 (2020) 1-9 (Sun, Dong, Mangan, Cundiff, Winful & Kutz)
     
     

114. Mode-Locked Rotating Detonation Waves: Experiments and a Model Equations, Physical Review E 101 (2020) 013106 (Koch, Kurosaka, Knowlen & Kutz)
     
     

115. Learning Discrepancy Models from Experimental Data, arXiv:1909.08574 (Kaheman, Kaiser, Strom, Kutz & Brunton)
     
     

116. Money on the table: statistical information ignored by Softmax can improve classifier accuracy, arXiv:1901.09283 (Delahunt, Mehanian & Kutz)
     
     

117. Data-driven modeling and learning in science and engineering, Comptes Rendus Mecanique 347 (2019) 845-855 (Montans, Chinesta, Gomez-Bombarelli and Kutz)
     
     

118. Stable numerical schemes for nonlinear dispersive equations with counter-propagation and gain dynamics, Journal of the Optical Society of America B 36 (2019) 3263-3274 (Sun, Mangan, Dong, Winful, Cundiff & Kutz)
     
     

119. Randomized Dynamic Mode Decomposition, SIAM Journal on Applied Dynamical Systems 18 (2019) 1867-1891 (Erichson, Mathelin, Kutz and Brunton)
     
     

120. Data-driven discovery of coordinates and governing equations, Proceedings of the National Academy of Sciences 116 (2019) 22445-22451 (Champion, Lusch, Kutz and Brunton)
     
     

121. Extracting reproducible time-resolved resting state networks using dynamic mode decomposition, Frontiers in Computational Neuroscience 13 (2019) 75:1-15 (Kunert-Graf, Eschenburg, Galas, Kutz, Rane & Brunton)
     
     

122. Sex-related differences in intrinsic brain dynamism and their neurocognitive correlates, NeuroImage 202 (2019) 116116 (de Lacy, McCauley, Kutz & Calhoun)
     
     

123. Discovering time-varying aerodynamics of a prototype bridge by sparse identification of nonlinear dynamical systems Physical Review E 100 (2019) 022220 (Li, Kaiser, Laima, Li, Brunton & Kutz)
     
     

124. Smoothing and parameter estimation by soft-adherence to governing equations, Journal of Computational Physics 398 (2019) 108860 (Rudy, Brunton & Kutz)
     
     

125. Deep learning of dynamics and signal-noise decomposition with time-stepping constraints, Journal of Computational Physics 396 (2019) 483-506 (Rudy, Kutz & Brunton)
     
     

126. Data-Driven Forecast of Dengue Outbreaks in Brazil: A Critical Assessment of Climate Conditions for Different Capitals, PLOS ONE 14(8):e0220106 (2019) 1-16 (Stolerman, Maia & Kutz)
     
     

127. Engineering structural robustness in power grid networks susceptible to coherent swing instability, Applied Network Science 4:24 (2019) 1-14 (Dylewsky, Yang, Tartarovsky & Kutz)
     
     

128. Putting a bug in ML: The moth olfactory network learns to read MNIST, Neural Networks 118 (2019) 54-64 (Delahunt & Kutz)
     
     

129. Slow-gamma frequencies are optimally guarded against effects of neurodegenerative diseases and traumatic brain injuries, Journal of Computational Neuroscience 47 (2019) 1-16 (Maia, Raj & Kutz)
     
     

130. Dual lineage tracing shows that glomerular parietal epithelial cells can transdifferentiate toward adult podocyte fate, Kidney International (2019) (Kaverina, Eng, Freedman, Kutz, Chozinski, Vaughan, Miner, Pippin & Shankland)
     
     

131. Methods for data-driven multi scale model discovery for materials, Journal of Physics: Materials 2 (2019) 044002 (Brunton & Kutz)
     
     

132. Engineered for Function: The Power of Biologically-Constrained Neural Networks for Neurosensory Integration, SIAM News 52:6 (2019) July/August 2019 (Delahunt, Fieseler & Kutz)
     
     

133. Complex Algorithms for Data-Driven Model Learning in Science and Engineering, Complexity 2019 (2019) 5040637 (Montans, Chinesta, Gomez-Bombarelli & Kutz)
     
     

134. Data-driven multiscale decompositions for forecasting and model discovery, Physical Review E 99 (2019) 063311 (Dylewsky, Tao & Kutz)
     
     

135. Dynamic Mode Decomposition and Sparse Measurements for Characterizing and Monitoring of Power Systems Disturbances, arXiv:1906.03544 (Ramos & Kutz)
     
     

136. Randomized model order reduction, Advances in Computational Mathematics 45 (2019) 1251-1271 (Alla & Kutz)
     
     

137. Randomized matrix decompositions using R, Journal of Statistical Software 89 (2019) 1-48 (Erichson, Voronin, Brunton & Kutz)
     
     

138. Data-driven identification of parametric partial differential equations, SIAM Journal of Applied Dynamical Systems 18 (2019) 643-660 (Rudy, Brunton & Kutz)
     
     

139. Scalable diagnostics for global atmospheric chemistry using Ristretto library (version 1.0), Geoscientific Model Development 12 (2019) 1525-1539 (Velagar, Erichson, Keller & Kutz)
     
     

140. Dynamic mode decomposition for compressive system identification, AIAA Journal (2019) (Bai, Kaiser, Proctor, Kutz & Brunton)
     
     

141. Multilevel Mapping of Sexual Dimorphism in Intrinsic Functional Brain Networks, Frontiers in Neuroscience 13 (2019) 332 (de Lacy, McCauley, Kutz & Calhoun)
     
     

142. Optimized Sampling for Multiscale Dynamics, SIAM Multiscale Modeling and Simulation 17 (2019) 117-136 (Manohar, Kaiser, Brunton & Kutz)
     
     

143. Greedy Sensor Placement with Cost Constraints, IEEE Sensors Journal 19 (2019) 2642-2656 (Clark, Askham, Brunton & Kutz)
     
     

144. Discovery of nonlinear multiscale systems: sampling strategies and embeddings, SIAM Journal of Applied Dynamical Systems 18 (2019) 312-333 (Champion, Brunton & Kutz)
     
     

145. Sparse Relaxed Regularized Regression: SR3 , IEEE Access 7 (2019) 1404-1423 (Zheng, Askham, Brunton, Kutz & Aravkin)
     
     

146. Model selection for hybrid dynamical systems via sparse regression, Proceedings of the Royal Society A 475 (2019) 20180534 (Mangan, Askham, Brunton, Kutz & Proctor)
     
     

147. Neurosensory network functionality and data-driven control, Current Opinion in Systems Biology 13 (2019) 31-36 (Kutz)
     
     

148. Compressive dynamic mode decomposition for background modeling, Journal of Real-Time Image Processing 16 (2019) 1479-1492 (Erichson, Brunton & Kutz)
     
     

149. Diffusion Maps meet Nystrom, arXiv:1802.08762 (Erichson, Mathelin, Brunton & Kutz)
     
     

150. Insect cyborgs: Biological feature generators improve machine learning accuracy on limited data, arXiv:1808.08124 (Delahunt & Kutz)
     
     

151. Biological mechanisms for learning: A computational model of the olfactory learning in Manduca sexta moth, with applications to neural nets, Frontiers in Computational Neuroscience 12 (2018) Article 102 (Delahunt, Riffell & Kutz)
     
     

152. Feedback through graph motifs relates structure and function in complex networks, Physical Review E 98 (2018) 062312 (Hu, Brunton, Cain, Mihalas, Kutz & Shea-Brown)
     
     

153. Discovering conservation laws from data for control, IEEE Conference on Decision and Control (2018) 6415-6421 (Kaiser, Kutz & Brunton)
     
     

154. Deterministic generation of single-soliton Kerr frequency comb in microresonators by a single shot pulsed trigger, Optics Express 26 (2018) 18563-18577 (Kang, Li, Yuan, Nakkeeran, Kutz, Wu, Yu & Wai)
     
     

155. Applied Koopman theory for partial differential equations and data-driven modeling of spatio-temporal systems, Complexity (2018) 6010634 (Kutz, Proctor & Brunton)
     
     

156. Deep learning for universal linear embeddings of nonlinear dynamics, Nature Communications (2018) 9:4950 (Lusch, Kutz & Brunton)
     
     

157. Sparse identification of nonlinear dynamics for model predictive control in the low-data limit, Proceedings of the Royal Society A 474 (2018) 20180335 (Kaiser, Kutz & Brunton)
     
     

158. Data-driven vision-based inspection for reinforced concrete beams and slabs: Quantitative damage and load estimation, Automation in Construction 96 (2018) 292-309 (Davoudi, Miller & Kutz)
     
     

159. Predicting shim gaps in aircraft assembly with machine learning and sparse sensing, Journal of Manufacturing Systems 48 (2018) 87-95 (Manohar, Hogan, Buttrick, Banerjee, Kutz & Brunton)
     
     

160. Sparse identification of nonlinear dynamics for rapid model discovery, Chaos 28 (2018) 063116 (Quade, Abel, Kutz & Brunton)
     
     

161. Randomized Nonnegative Matrix Factorization, Pattern Recognition Letters 104 (2018) 1-7 (Erichson, Mendible, Wihlborn & Kutz)
     
     

162. Data-Driven Sparse Sensor Placement for Reconstruction, IEEE Control Systems Magazine, June 2018, 63-86 (Manohar, Brunton, Kutz & Brunton)
     
     

163. Structural load estimation using machine vision and surface crack patterns for shear-critical RC beams and slabs, Journal of Computational Civil Engineering 32(4) (2018) 04018024 (Davoudi, Miller & Kutz)
     
     

164. The control structure of the nematode Caenorhabditis elegans: neuro-sensory integration and propioceptive feedback, Journal of Biomechanics 74 (2018) 1-8 (Fieseler, Kunert-Graf & Kutz)
     
     

165. Stability and Dynamics of Microring Combs: Elliptic function solutions of the Lugiato-Lefever equation, Journal of the Optical Society of America B 35 (2018) 1341-1353 (Chang, Askham & Kutz)
     
     

166. Dynamic Mode Decomposition for Plasma Diagnostics and Validation, Review of Scientific Instruments 89 (2018) 053501 (Taylor, Kutz, Morgan & Nelson)
     
     

167. Example-Based Super-Resolution Fluorescence Microscopy , Scientific Reports 8 (2018) 5700 (Jia, Han & Kutz)
     
     

168. Sparsity enabled cluster reduced-order models for control, Journal of Computational Physics 352 (2018) 388-409 (Kaiser, Morzynski, Daviller, Kutz, Brunton & Brunton)
     
     

169. Generalizing Koopman theory to allow for inputs and outputs, SIAM Journal of Applied Dynamical Systems 17 (2018) 909-930 (Proctor, Brunton & Kutz)
     
     

170. Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks, Brain and Cognition 123 (2018) 154-164 (Lusch, Weholt, Maia & Kutz)
     
     

171. Online interpolation point refinement for reduced order models using a genetic algorithm, SIAM Journal of Scientific Computing 40 (2018) B283-B304 (Sargsyan, Brunton & Kutz)
     
     

172. Deep Learning and Model Predictive Control for Self-Tuning Mode-Locked Lasers, Journal of the Optical Society of America B 35 (2018) 617-626 (Baumeister, Brunton & Kutz)
     
     

173. Impact of spectral filtering on multi-pulsing instability in mode-locked fiber lasers, Journal of Selected Topics in Quantum Electronics 24:3 (2018) 1101309 (Zhang, Li, Kaliyaperumal, Yuan, Kang, Kutz & Wai)
     
     

174. Variable projection methods for an optimized dynamic mode decomposition, SIAM Journal of Applied Dynamical Systems 17 (2018) 380-416 (Askham & Kutz)
     
     

175. Shape constrained tensor decompositions using sparse representations in over-complete libraries, arXiv:1608.04674 (2017) (Lusch, Chi & Kutz)
     
     

176. Variable rates of scent evolution in functionally distinct organs of the NA Sarraceniaceae, bioRxiv 079947 (2017) doi.org/10.1101/079947 (Ho, Kutz, Ng & Riffell)
     
     

177. Eckhaus Instability in the Fourier-Domain Mode Locked Fiber Laser Cavity, arXiv:1707.08304 (Li, Nakkeeran, Kutz, Yuan, Kang, Zhang & Wai)
     
     

178. Estimating Memory Deterioration Rates Following Neurodegeneration and Traumatic Brain Injuries in a Hopfield Network Model, Frontiers in Neuroscience 11 (2017) Article 623 (Weber, Maia & Kutz)
     
     

179. Symmetries constrain dynamics in a family of balanced neural networks, Journal of Mathematical Neuroscience 7:10 (2017) 1-28 (Barreiro, Kutz & Shlizerman)
     
     

180. Traveling wave model for frequency comb generation in single section quantum well diode lasers, IEEE Journal of Quantum Electronics 53:6 (2017) 1-11 (Dong, Mangan, Kutz, Cundiff & Winful)
     
     

181. Adaptive dimensionality-reduction for time-stepping in differential and partial differential equations, Numerical Mathematics Theory, Methods and Applications 10:4 (2017) 872-894 (Fu & Kutz)
     
     

182. Nonlinear model order reduction via dynamic mode decomposition, SIAM Journal of Scientific Computing 39:5 (2017) B778-B796 (Alla & Kutz)
     
     

183. Preventing Neurodegenerative Memory Loss in Hopfield Neuronal Networks Using Cerebral Organoids or External Microelectronics, Computational and Mathematical Methods in Medicine 2017:6102494 (2017) (Morrison, Maia & Kutz)
     
     

184. Model selection for dynamical systems via sparse regression and information criteria, Proceedings of the Royal Society A 473:20170009 (2017) (Mangan, Kutz, Brunton & Proctor)
     
     

185. ultistability and long-timescale transients encoded by network structure in a model of C. elegans connectome dynamics, Frontiers in Computational Neuroscience 11, Article 53 (2017) (Kunert, Shlizerman, Walker & Kutz)
     
     

186. Chaos as an intermittently forced linear system , Nature Communications 8:1 (2017) (Brunton, Brunton, Proctor, Kaiser & Kutz)
     
     

187. Data-driven discovery of partial differential equations, Science Advances 3:e1602614 (2017) (Rudy, Brunton, Proctor & Kutz)
     
     

188. Environmental identification in flight using sparse approximation of wing strain, Journal of Fluids and Structures 70 (2017) 162-180 (Manohar, Brunton & Kutz)
     
     

189. Reaction time impairments in decision-making networks as a diagnostic marker for traumatic brain injuries and neurodegenerative diseases, Journal of Computational Neuroscience 42:323-347 (2017) (Maia & Kutz)
     
     

190. Compound effects of aging and experimental FSGS on glomerular epithelial cells, Aging 9:2 (2017) (Schneider, Eng, Kutz, Sweetwyne, Pippin & Shankland)
     
     

191. Data-driven Discovery of Governing Physical Laws, SIAM News 50:1 (2017) (Brunton, Kutz & Proctor)
     
     

192. Deep learning in fluid dynamics, Journal of Fluid Mechanics 814 (2017) 1-4 (Kutz)
     
     

193. Spatiotemporal Feedback and Network Structure Drive and Encode Caenorhabditis elegans Locomotion PLOS Computational Biology 13(1) (2017) e1005303 (Kunert, Proctor, Brunton & Kutz)
     
     

194. Functionality and Robustness of Injured Connectomic Dynamics in C. elegans: Linking Behavioral Deficits to Neural Circuit Damage, PLOS Computational Biology 13(1) (2017) e1005261 (Kunert, Maia & Kutz)
     
     

195. Streaming GPU Singular Value and Dynamic Mode Decompositions, arXiv:1612.07875 (2016) (Pendergrass, Kutz & Brunton)
     
     

196. Inferring biological networks by sparse identification of nonlinear dynamics, IEEE Transactions on molecular, biological, and multi-scale communications 2 (2016) 52-63 (Mangam, Brunton, Proctor & Kutz)
     
     

197. Renin-Angiotensin-Aldosterone System Inhibition Increases Podocyte Derivation from Cells of Renin Lineage, Journal of the American Society of Nephrology 27 (2016) 3611-3627 (Lichtnekert, Kaverina, Eng, Gross, Kutz, Pippin & Shankland)
     
     

198. Including inputs and control within equation-free architectures for complex systems, European Physical Journal Special Topics 225 (2016) 2413-2434 (Proctor Brunton & Kutz)
     
     

199. Sparse Sensor Placement Optimization for Classification, SIAM Journal of Applied Mathematics 76 (2016) 2099-2122 (Brunton, Brunton, Proctor & Kutz)
     
     

200. Dynamic mode decomposition for financial trading strategies, Quantitative Finance 16 (2016) 1643-1655 (Mann & Kutz)
     
     

201. Inferring connectivity in networked dynamical systems: challenges using Granger causality, Physical Review E 94 (2016) 032220 (Lusch, Maia & Kutz)
     
     

202. Cognitive and behavioral deficits arising from neurodegeneration and traumatic brain injury: a model for the underlying role of focal axonal swellings in neuronal networks with plasticity, Journal of Systems and Integrative Neuroscience 2 (2016) 114-121 (Rudy, Maia & Kutz)
     
     

203. Classification of Spatio-Temporal Data via Asynchronous Sparse Sampling: Application to Flow Around a Cylinder, SIAM Multiscale Modeling and Simulation 14 (2016) 823-838 (Bright, Lin & Kutz)
     
     

204. Discovering governing equations from data by sparse identification of nonlinear dynamical systems, Proceedings of the National Academy of Sciences 113 (2016) 3932-3937 (Brunton, Proctor & Kutz)
     
     

205. Multi-Resolution Dynamic Mode Decomposition, SIAM Journal of Applied Dynamical Systems 15 (2016) 713-735 (Kutz, Fu & Brunton)
     
     

206. Koopman observable subspaces and finite linear representations of nonlinear dynamical systems for control, PLOS ONE (2016) 11(2):e0150171 (Brunton, Brunton, Proctor & Kutz)
     
     

207. Dynamic mode decomposition with control, SIAM Journal of Applied Dynamical Systems 15 (2016) 142-161 (Proctor, Brunton & Kutz)
     
     

208. Extracting spatial-temporal coherent patterns in large-scale neural recordings using dynamic mode decomposition, Journal of Neuroscience Methods 258 (2016) 1-15 (Brunton, Johnson, Ojemann & Kutz)
     
     

209. Extremum-seeking control of the beam pattern of a reconfigurable holographic metamaterial antenna, Journal of the Optical Society of America A 33 (2016) 59-68 (Johnson, Brunton, Kundtz & Kutz)
     
     

210. Semiconductor Diode Laser Mode-Locking by a Waveguide Array, IEEE Journal of Selected Topics in Quantum Electronics 22 (2016) 7100106 (Zhang, Williams, Cundiff & Kutz)
     
     

211. Intelligent Systems for Stabilizing Mode-Locked Lasers and Frequency Combs: Machine Learning and Equation-Free Control Paradigms for Self-Tuning Optics, Nanophotonics 4 (2015) 459-471 (Kutz & Brunton)
     
     

212. Compressive sampling and dynamic mode decomposition, Journal of Computational Dynamics 2 (2015) 165-191 (Brunton, Proctor & Kutz)
     
     

213. Nonlinear Model Reduction for Dynamical Systems using Sparse Optimal Sensor Locations from Learned Nonlinear Libraries, Physical Review E 92 (2015) 033304 (Sargsyan, Brunton & Kutz)
     
     

214. Diagnostic tools for evaluating the impact of Focal Axonal Swellings arising in neurodegenerative diseases and/or traumatic brain injury, Journal of Neuroscience Methods 253 (2015) 233-242 (Maia, Hemphill, Zhender, Zhang, Parker & Kutz)
     
     

215. Dynamics of a Low-Dimensional Model for Short Pulse Mode Locking, Photonics 2 (2015) 865-882 (Farnum & Kutz)
     
     

216. Selecting a small set of optimal gestures from an extensive lexicon, International Journal of Computer Applications 119 (2015) 1-8 (Grosek & Kutz)
     
     

217. Sidelobe canceling for reconfigurable holographic metamaterial antenna, IEEE Transactions on Antennas and Propagation 63 (2015) 1881-1886 (Johnson, Brunton, Kundtz & Kutz)
     
     

218. Modeling disease transmission near eradication: An equation free approach, Physica D 290 (2015) 44-56 (Williams, Proctor & Kutz)
     
     

219. Dynamic mode decomposition for real-time background/foreground separation in video, (2014) arXiv:1404.7592 (Grosek & Kutz)
     
     

220. On Dynamic Mode Decomposition: Theory and Applications, Journal of Computational Dynamics 1 (2014) 391-421 (Tu, Rowley, Luchtenburg, Brunton & Kutz)
     
     

221. Compressive sensing and low-rank libraries for classification of bifurcation regimes in nonlinear dynamical systems, SIAM Journal of Applied Dynamical Systesm 13 (2014) 1716-1732 (Brunton, Tu, Bright & Kutz)
     
     

222. Exploiting sparsity and equation-free architectures in complex systems, European Physics Journal Special Topics 223 (2014) 2665-2684 (Proctor, Brunton, Brunton & Kutz)
     
     

223. A Reaction-Diffusion Model of Cholinergic Retinal Waves, PLOS Computational Biology 10 (2014) e1003953 (Lansdell, Ford & Kutz)
     
     

224. Herpes Simplex Virus-2 Genital Tract Shedding Is Not Predictable over Months or Years in Infected Persons, PLOS Computational Biology 10 (2014) e1003922 (Dhankani, Kutz & Schiffer)
     
     

225. Self-Tuning Fiber Lasers, IEEE Journal of Selected Topics in Quantum Electronics 20 (2014) 1101408 (Brunton, Fu & Kutz)
     
     

226. Compromised axonal functionality after neurodegeneration, concussion and/or traumatic brain injury, Journal of Computational Neuroscience 27 (2014) 317-332 (Maia & Kutz)
     
     

227. Spectral analysis of fluid flows using sub-Nyquist-rate PIV data, Experiments in Fluids 55 (2014) 1805:1-13 (Tu, Rowley, Kutz & Shang)
     
     

228. Data-driven inference of network connectivity for modeling the dynamics of neural codes in the insect antennal lobe, Frontiers in Neuroscience 18 (2014) article 70, 1-15 (Shlizerman, Riffell & Kutz)
     
     

229. Flower discrimination by pollinators in a dynamic chemical environment, Science 344 (2014) 1515-1518 (Riffell, Shlizerman, Sanders, Abrell, Medina, Hinterwirth & Kutz)
     
     

230. Low-dimensional functionality of complex network dynamics: Neuro-sensory integration in the Caenorhabditis elegans connectome, Physical Review E 89 (2014) 052805 (Kunert, Shlizerman & Kutz)
     
     

231. Classification of birefringence in mode-locked fiber lasers using machine learning and sparse representation, Optics Express 22 (2014) 8585-8597 (Fu, Brunton & Kutz)
     
     

232. Identifying critical regions for spike propagation in axon segments, Journal of Computational Neuroscience 236 (2014) 141-155 (Maia & Kutz)
     
     

233. Compressive sensing based machine learning strategy for characterizing the flow around a cylinder with limited pressure measurements, Physics of Fluids 25 (2013) 127102 (Bright, Lin & Kutz)
     
     

234. Mathematics shines light on ultrafast lasers, International Innovation 116 (2013) 104-106 (Kutz)
     
     

235. Extremum-Seeking Control of a Mode-Locked Laser, IEEE Journal of Quantum Electronics 49 (2013) 852-861 (Brunton, Fu & Kutz)
     
     

236. Short-pulse perturbation theory, Journal of the Optical Society of America B 30 (2013) 2191-2198 (Farnum & Kutz)
     
     

237. Hybrid Reduced-Order Integration with Proper Orthogonal Decomposition and Dynamic Mode Decomposition, SIAM Multiscale Modeling and Simulation 11 (2013) 522-544 (Williams, Schmid & Kutz)
     
     

238. High-degree pulse compression and high-coherence supercontinuum generation in a convex dispersion profile, Optics Communications 301 (2013) 29-33 (Li, Kutz & Wai)
     
     

239. Phase retrieval using nonlinear diversity, Applied Optics 52 (2013) 92-96 (Lu, Barsi, Williams, Kutz & Fleischer)
     
     

240. High-energy mode-locked fiber lasers using multiple transmission filters and a genetic algorithm, Optics Express 21 (2013) 6526-6537 (Fu & Kutz)
     
     

241. Enhanced Gesture Recognition Performance through Improved Pre-Processing, International Journal of Computer Applications 62 (2013) 1-8 (Grosek, Shi & Kutz)
     
     

242. Waveguide Array Fiber Laser, IEEE Photonics Journal 4 (2012) 1438-1442 (Chao, Hudson, Kutz & Cundiff)
     
     

243. The Low Dimensionality of Time-Periodic Standing Waves in Water of Finite and Infinite Depth, SIAM Journal of Applied Dynamical Systems 11 (2012) 1033-1061 (Williams, Shlizerman, Wilkening & Kutz)
     
     

244. Neural activity measures and their dynamics, SIAM Journal of Applied Mathematics 72 (2012) 1260-1291 (Shlizerman, Schroder & Kutz)
     
     

245. Generating and Routing Light-Bullets using Slab Waveguide Arrays, Optical and Quantum Electronics 44 (2012) 247-253 (Williams & Kutz)
     
     

246. Characterizing bifurcations and chaos in multiwavelength lasers with intensity-dependent loss and saturable homogeneous gain, Optics Communications 285 (2012) 2144-2153 (Li, Kutz & Wai)
     
     

247. Fixed-point attractor for chirp in nonlinear waveguide arrays, Physical Review A 85 (2012) 031806R (Hudson, Kutz, Schibli, Chao, Christodoulides, Morandotti & Cundiff)
     
     

248. High-Energy Passive Mode-Locking of Fiber Lasers, International Journal of Optics 2012 (2012) 354156 (Ding, Renninger, Wise, Grelu, Shlizerman & Kutz)
     
     

249. Mode Locking in the Few-Femtosecond Regime Using Waveguide Arrays and the Coupled Short-Pulse Equations, IEEE Journal of Selected Topics in Quantum Electronics 18 (2012) 113-118 (Farnum & Kutz)
     
     

250. Spatial distribution campling of discrete spatial solitons due to three photon absorption in AlGaAs waveguide arrays , Optics Express 20 (2012) 1939-1944 (Hudson, Kutz, Schibli, Christodoulides, Morandotti & Cundiff)
     
     

251. The Proper Orthogonal Decomposition for Dimensionality Reduction in Mode-Locked Lasers and Optical Systems, International Journal of Optics 2012 (2012) 831604 (Shlizerman, Ding, Williams & Kutz)
     
     

252. Atomic interactions in precision interferometry using Bose-Einstein condensates, Physical Review A 84 (2011) 043643 (Jamison, Kutz & Gupta)
     
     

253. Dual transmission filters for enhanced energy in mode-locked fiber lasers, Optics Express 19 (2011) 23408-23419 (Feng, Ding, Kutz & Wai)
     
     

254. Continuation of periodic solutions in the waveguide array mode-locked laser, Physica D 240 (2011) 1791-1804 (Williams, Wilkening, Shlizerman, & Kutz)
     
     

255. Operating Regimes and Performance Optimization in Mode-locked Fiber Lasers,Optics and Spectroscopy 111 (2011) 166-177 (Ding & Kutz)
     
     

256. Generalized Master Equation for High-Energy Passive Mode-Locking: The Sinusoidal Ginzburg-Landau Equation, IEEE Journal of Quantum Electronics 47 (2011) 705-714 (Ding, Shlizerman & Kutz)
     
     

257. Scaling Fiber Lasers to Large Mode Area: An Investigation of Passive Mode-Locking Using a Multi-Mode Fiber, IEEE Journal of Quantum Electronics 47 (2011) 597-606 (Ding, Lefrancois, Kutz & Wise)
     
     

258. Multiwavelength lasers with homogeneous gain and intensity-dependent loss, Optics Communications 284 (2011) 2327-2336 (Li, Feng, Zheng, Lu, Tam, Kutz & Wai)
     
     

259. Dissipative Soliton Resonance in a Passively Mode-Locked Fiber Laser, Optics Letters 36 (2011) 1146-1148 (Ding, Grelu & Kutz)
     
     

260. Stability analysis of cavity solitons governed by the cubic-quintic Ginzburg-Landau equation, Journal of Physics B 44 (2011) 065401 (Ding, Lu & Kutz)
     
     

261. Intensity dynamics in a waveguide array laser, Optics Communications 284 (2011) 971-978 (Feng, Williams, Kutz, Silverman, Mirin & Cundiff)
     
     

262. Mode-locking using $\chi^{(2)}$ waveguide arrays, IEEE Photonics Technologies Letters 22 (2010) 1674-1676 (Saito & Kutz)
     
     

263. The multi-pulsing transition in mode-locked lasers: a low-dimensional approach using waveguide arrays, Journal of the Optical Society of America B 27 (2010) 2471-2481 (Williams, Shlizerman & Kutz)
     
     

264. Cascaded higher-order soliton for non-adiabatic pulse compression, Journal of the Optical Society of America B 27 (2010) 2180-2189 (Li, Kutz & Wai)
     
     

265. Interaction dynamics of X-waves in waveguide arrays, Optics Express 18 (2010) 21252-21260 (Williams, McGrath & Kutz)
     
     

266. Geometrical description of the onset of multi-pulsing in mode-locked laser cavities, Journal of the Optical Society of America B 27 (2010) 2068-2077 (Feng, Wai & Kutz)
     
     

267. Modeling multipulsing transition in ring cavity lasers with proper orthogonal decomposition, Physical Review A 82 (2010) 023823 (Ding, Shlizerman & Kutz)
     
     

268. Master mode-locking theory for few-femtosecond pulses, Optics Letters 35 (2010) 3033-3035 (Farnum & Kutz)
     
     

269. Light-bullet Creation, Routing and Control with Planar Waveguide Arrays, IAENG Engineering Letters 18 (2010) 263-272 (Williams & Kutz)
     
     

270. Mode-Locking Intracavity Dynamics: Modeling Nonlinear Power and Energy Fluctuations, IAENG International Journal of Applied Mathematis 40 (2010) 214-223 (Bale & Kutz)
     
     

271. Light-bullet routing and control with planar waveguide arrays, Optics Express 18 (2010) 11671-11682 (Williams, McGrath & Kutz)
     
     

272. Stability of mode-locked pulse solutions subject to saturable gain: computing linear stability with the Floquet-Fourier-Hill method, Journal of the Optical Society of America B 27 (2010) 1184-1194 (Jones & Kutz)
     
     

273. Stability, dynamics, and the onset of multi-pulsing in a mode-locked laser cavity using phase-sensitive amplification, Optics Communications 283 (2010) 2588-2595 (Hachey, Jones & Kutz)
     
     

274. Bifurcation and stability in a low-dimensional model for multiple-frequency mode-locked lasers, Physical Review A 81 (2010) 033851 (Farnum, Bale, & Kutz)
     
     

275. Intracavity dynamics in high-power mode-locked fiber lasers, Physical Review A 81 (2010) 033828 (Bale, Boscolo, Kutz & Turitsyn)
     
     

276. Transition dynamics for multi-pulsing in mode-locked lasers, Optics Express 17 (2009) 23137-23146 (Bale, Kieu, Kutz & Wise)
     
     

277. Operating regimes, split-step modeling, and the Haus master mode-locking model, Journal of the Optical Society of America B 26 (2009) 2290-2300 (Ding & Kutz)
     
     

278. Spatial Mode-Locking of Light Bullets in Planar Waveguide Arrays, Optics Express 17 (2009) 18320-18329 (Williams & Kutz)
     
     

279. Stability analysis of the mode-locking dynamics in a laser cavity with a passive polarizer, Journal of the Optical Society of America B 26 (2009) 1400-1411 (Ding & Kutz)
     
     

280. Mode-locked matter waves in Bose-Einstein condensates, Physica D 238 (2009) 1468-1474 (Kutz)
     
     

281. Analytic theory of parabolic pulses in dissipative systems with rapidly varying mean-zero dispersion , Physical Review E 79 (2009) 046602 (Bale & Kutz)
     
     

282. Pulse formation, harmonic mode-locking, and stability in actively mode-locked laser cavities , IEEE Journal of Quantum Electronics 45 (2009) 282-291 (Tu & Kutz)
     
     

283. Optimizing waveguide array mode-locking for high-power fiber lasers, IEEE Journal of Selected Topics in Quantum Electronics 15 (2009) 220-231 (Bale, Kutz & Sandstede)
     
     

284. Spectral filtering for high-energy mode-locking in normal dispersion fiber lasers, Journal of the Optical Society of America B 25 (2008) 1763-1770 (Bale, Kutz, Chong, Renninger & Wise)
     
     

285. Theory and Simulation of Passive Multifrequency Mode-Locking With Waveguide Arrays, Journal of Quantum Electronics 44 (2008) 976-983 (Bale, Farnum & Kutz)
     
     

286. Dynamics of multifrequency mode-locking driven by homogenous and inhomogenous gain broadening effects, Journal of the Optical Society of America B 25 (2008) 1479-1487 (Bale, Farnum & Kutz)
     
     

287. Passive mode-locking using phase-sensitive amplification, Physical Review A 78 (2008) 013845 (Kutz)
     
     

288. Nonlinear femtosecond pulse reshaping in waveguide arrays, Optics Letters 33 (2008) 1440-1442 (Hudson, Shish, Schibli, Kutz, Christodoulides, Morandotti & Cundiff)
     
     

289. Variational method for mode-locked lasers, Journal of the Optical Society of America B 25 (2008) 1193-1202 (Bale & Kutz)
     
     

290. Multi-frequency mode-locked lasers, Journal of the Optical Society of America B 25 (2008) 1002-1010 (Farnum & Kutz)
     
     

291. Spectral Filtering for Ultra-fast Mode-Locking in the Normal Dispersive Regime, Optics Letters 33 (2008) 941-943 (Bale, Kutz, Chong, Renninger & Wise)
     
     

292. Analytic theory of self-similar mode-locking , Optics Letters 33 (2008) 911-913 (Bale, Kutz & Wise)
     
     

293. Stability and interactions of transverse field structures in optical parametric oscillators near resonance detuning , Journal of Physics B 41 (2008) 065401 (Nishimura & Kutz)
     
     

294. Theory of passive harmonic mode-locking using waveguide arrays, Optics Express 16 (2008) 636-650 (Kutz & Sandstede)
     
     

295. Mode-locked X-wave lasers, Optics Express 15 (2007) 16022-16028 (Kutz, Conti & Trillo)
     
     

296. Dynamics of Bose-Einstein condensates under the influence of periodic and harmonic potentials, Physical Review E 75 (2007) 036214 (Berry & Kutz)
     
     

297. SpectrUW: a laboratory for the numerical exploration of spectra of linear operators, Journal of Mathematics and Computers in Simulation 74 (2007) 370-378 (Deconinck, Kiyak, Carter & Kutz)
     
     

298. Averaged models for passive mode-locking using nonlinear mode-coupling, Journal of Mathematics and Computers in Simulation 74 (2007) 333-342 (Proctor & Kutz)
     
     

299. Mode-locked Soliton Lasers, SIAM Review 48 (2006) 629-678 (Kutz)
     
     

300. Computing spectra of linear operators using Hill's method, Journal of Computational Physics 219 (2006) 296-321 (Deconinck & Kutz)
     
     

301. Theory of Q-switching in actively mode-locked lasers, Journal of the Optical Society of America B 23 (2006) 652-662 (Proctor & Kutz)
     
     

302. Theory and simulation of dual-frequency mode-locked lasers, Journal of the Optical Society of America B 23 (2006) 257-264 (Farnum, Butson & Kutz)
     
     

303. Dynamics of the Optical Parametric Oscillator Near Resonance Detuning , SIAM Journal on Applied Dynamical Systems 4 (2005) 808-831 (Hewitt & Kutz)
     
     

304. Nonlinear mode-coupling for passive mode-locking: application of waveguide arrays, dual-core fibers, and/or fiber arrays , Optics Express 13 (2005) 8933-8950 (Proctor & Kutz)
     
     

305. Stability and dynamics of transverse field structures in the optical parametric oscillator near resonance signal detuning, Journal of Physics B 38 (2005) 3461-3475 (Osting, Hewitt & Kutz)
     
     

306. Passive mode-locking by use of waveguide arrays, Optics Letters 30 (2005) 2013-2015 (Proctor & Kutz)
     
     

307. Enhanced Supercontinuum Generation through Dispersion-Management, Optics Express 13 (2005) 3989-3998 (Kutz, Lynga & Eggleton)
     
     

308. Bit-Error-Ratio Improvement With 2R Optical Regenerators, IEEE Photonics Technology Letters 17 (2005) 908-910 (Rochette, Kutz, Blows, Moss, Mok & Eggleton)
     
     

309. Exact nonstationary solutions to the mean-field equations of motion for two-component Bose-Einstein condensates in periodic potentials, Journal of Physics A 38 (2005) 1901-1916 (Bradley, Deconinck & Kutz)
     
     

310. Variational dynamics of spatial solitons in quasi-phase-matched quadratic media, Journal of Optics B 6 (2004) 405-410 (Farnum & Kutz)
     
     

311. Dynamics and Stability of a New Class of Periodic Solutions of the Optical Parametric Oscillator, Optics Communications 240 (2004) 423-436 (Hewitt, Intrachat & Kutz)
     
     

312. The Evans function for nonlocal equations, Indiana Journal of Mathematics 53 (2004) 1095-1126 (Kapitula, Kutz & Sandstede)
     
     

313. Singular instability of exact stationary solutions of the nonlocal Gross-Pitaevskii equation, Physical Letters A 319 (2003) 97-103 (Deconinck & Kutz)
     
     

314. Theory and simulation of passive mode locking dynamics using a long period fiber grating, IEEE Journal of Quantum Electronics 39 (2003) 1572-1578 (Intrachat & Kutz)
     
     

315. Dynamics of periodic multi-component Bose-Einstein condensates, Journal of Physics A: Mathematical and General 26 (2003) 5431-5447 (Deconinck, Kutz, Patterson & Warner)
     
     

316. Bose-Einstein condensates in a one-dimensional double square well: Analytical solutions of the nonlinear Schrodinger equation, Physical Review A 66 (2002) 063607 [Mahmud, Kutz, & Reinhardt]
     
     

317. Theory and Simulation of the Dynamics and Stability of Actively Modelocked Lasers, IEEE Journal of Quantum Electronics 38 (2002) 1412-1419 [O'Neil, Kutz, & Sandstede]
     
     

318. Dynamics and Stability of Bose-Einstein Condensates: the Nonlinear Schrodinger Equation with Periodic Potential, J. Nonlinear Science 12 (2002) 169-205 [Deconinck, Frigyik & Kutz]
     
     

319. Nonlinear dynamics of mode-locking optical fiber ring lasers, J. Opt. Soc. Am. B 19 (2002) 1045-1054 [Spaulding, Yong, Kim & Kutz]
     
     

320. Stability of Pulses in the Master-Modelocking Equation, J. Opt. Soc. Am. B 19 (2002) 740-746 [Kapitula, Kutz & Sandstede]
     
     

321. Stability of Attractive Bose-Einstein Condensates in a Periodic Potential, Phys. Rev. E 64 (2001) 056615 [Bronski, Carr, Carretero-Gonzalez, Deconinck, Kutz & Promislow]
     
     

322. Stability of exact solutions of the defocusing nonlinear Schrodinger equation with periodic potential in two dimensions, Phys. Lett. A 283 (2001)
     177-184 [Deconinck, Frigyik & Kutz]
     
     

323. Stability of Repulsive Bose-Einstein Condensates in a Periodic Potential, Phys. Rev. E 63 (2001) 036612[Bronski, Carr, Deconinck, Kutz & Promislow]
     
     

324. Stability of stationary states in the cubic nonlinear Schrodinger equation: Applications to the Bose-Einstein condensate, Phys. Rev. E 63 (2001) 066604 [Carr, Kutz & Reinhardt]
     
     

325. Bose-Einstein condensates in standing waves: the cubic nonlinear Schrodinger equation with a periodic potential , Phys. Rev. Lett. 86 (2001) 1402-1405 [Bronski, Carr, Deconinck & Kutz]
     
     

326. Bifurcation and asymptotic stability in the large detuning limit of the optical parametric oscillator, Nonlinearity 13 (2000) 675-698 [Promislow & Kutz]
     
     

327. Passive mode-locking in optical fiber lasers by nonlinear polarization rotation, IEEE Journal of Quantum Electronics 36 (2000) 465-471 [Kim, Kutz & Muraki]
     
     

328. Curvature dynamics and stability of topological solitons in the optical parametric oscillator, J. Opt. Soc. Am. B 16 (1999) 1936-1941 [Kutz, Erneux, Trillo & Haelterman]
     
     

329. Nonsoliton pulse evolution in normally dispersive fibers, J. Opt. Soc. Am. B 16 (1999) 1856-1862 [Forest, Kutz & McLaughlin]
     
     

330. Observation of the breakup of a pre-chirped N-soliton in an optical fiber, Optics Letters 24 (1999) 1191-1193 [Krylov, Leng, Bergman, Bronski & Kutz]
     
     

331. Numerical simulation of the semiclassical limit of the focusing nonlinear Schrodinger equation, Phys. Lett. A 254 (1999) 325-336 [Bronski & Kutz]
     
     

332. Dynamics and bifurcations of a planar map modelling dispersion managed breathers, SIAM J. Appl. Math. 59 (1999) 1288-1302 [Holmes & Kutz]
     
     

333. Global existence and uniqueness for an optical fiber laser model, Nonlinearity 11 (1998) 1489-1504 [Mielke, Holmes & Kutz]
     
     

334. Stabilized pulse spacing in soliton lasers due to gain depletion and recovery , IEEE J. Quant. Elec. 34 (1998) 1749-1757 [Kutz, Collings, Bergman & Knox]
     
     

335. Mode Mixing and Power Diffusion in Multimode Optical Fibers, J. of Lightwave Tech. 16 (1998) 1195-1202 [Kutz, Cox & Smith]
     
     

336. Noise induced amplitude and chirp jitter in dispersion-managed soliton communications, Opt. Lett. 23 (1998) 1022-1024 [Kutz & Wai]
     
     

337. Dispersion-managed breathers with average normal dispersion, Opt. Lett. 23 (1998) 685-687 [Kutz & Evangelides]
     
     

338. Gordon-Haus timing jitter reduction in dispersion-managed soliton communications, IEEE Pho. Tech. Lett. 10 (1998) 702-704 [Kutz & Wai]
     
     

339. Ideal amplifier spacing for reduction of Gordon-Haus jitter in dispersion-managed soliton communications, Elec. Lett. 34 (1998) 322-323 [Kutz & Wai]
     
     

340. Hamiltonian dynamics of dispersion managed breathers, J. of the Opt. Soc. Am. B, 15 (1998) 87-96 [Kutz, Holmes, Evangelides, & Gordon]
     
     

341. Short cavity Erbium/Ytterbium fiber lasers modelocked with a saturable Bragg reflector, IEEE J. Selec. Top. Quant. Elec. 3, no. 4 (1997) 1065-1075 [Collings, Tsuda, Cundiff, Kutz, Koch, Knox & Bergman]
     
     

342. Nonlinear pulse propagation in long-period fiber gratings: theory and experiment, IEEE J. Selec. Top. Quant. Elec. 3, no. 5 (1997) 1232-1245 [Kutz, Eggleton, Stark & Slusher]
     
     

343. Modelocking pulse dynamics in a fiber laser with a saturable Bragg reflector, J. of the Opt. Soc. Am. B, 14 (1997) 2681-2690 [Kutz, Collings, Bergman, Tsuda, Cundiff, Knox, Holmes & Weinstein]
     
     

344. Measurements of nonlinear phase shift during collinear soliton collisions, Optics Communications, 141 (1997) 265-268. [Koehler, Kutz, Leng & Bergman]
     
     

345. Asymptotic behavior of the nonlinear Schrodinger equation with rapidly-varying, mean-zero dispersion , Physica D, 108 (1997) 315-329. [Bronski & Kutz]
     
     

346. Guiding-center pulse dynamics in nonreturn-to-zero communications systems with mean-zero dispersion , J. of the Opt. Soc. of Am. B, 14 (1997) 903-911. [Bronski & Kutz]
     
     

347. Analytic study of orthogonally polarized solitons interacting in highly birefringent optical fibers J. of the Optical Society of America B, 14 (1997) 636-642. [Kutz, Koehler, Leng & Bergman]
     
     

348. Modulational stability of plane waves in nonreturn-to-zero communications systems with dispersion management , Optics Letters, 21 (1996) 937-939. [Bronski & Kutz]
     
     

349. Enhanced Power-Transfer and Mode-Coupling in Spun Twin-Core Optical Fibers Optics Letters, 21 (1996) 863-865. [Kutz & Muraki]
     
     

350. Stability of pulses in nonlinear optical fibers using phase-sensitive amplifiers SIAM Journal of Applied Mathematics, 56 (1996) 611-626. [Kutz & Kath]
     
     

351. Fiber Optic Modules for High Speed Interconnects LEOS Newsletter, 10 (1996) 17-20. [Bergman, Koehler, Kutz & Prucnal]
     
     

352. Pulse propagation in nonlinear optical fiber lines that employ phase-sensitive parametric amplifiers, J. Opt. Soc. Am. B, 11 (1994) 2112-2123. [Kutz, Hile, Kath, Kumar & Li]
     
     

353. Phase Sensitive Amplifiers for Ultra-long Distance Propagation, Optics & Photonics News, 4 (1993) 11. [Kath, Kumar, Kutz & Li]
     
     

354. Long-distance pulse propagation in noninear optical fibers by using periodically spaced parametric amplifiers , Optics Letters 18 (1993) 802-804. [Kutz, Kath, Kumar & Li]
     
     

355. Combating Dispersion with Parametric Amplifiers, IEEE Photonics Technologies Letters, 5 (1993) 669-672 [Kumar, Li, Kath & Kutz]
     
     
     
     

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     Book Chapters

     
     
     

356. Machine Learning Methods for Reduced Order Modeling, in Model Order Reduction and Applications: Cetraro Italy 2021 (2023) 201-228 (Kutz)
     
     

357. Data-driven methods for reduced-order modeling, in Model Order Reduction (volume 2): Snapshot-based methods and algorithms, Eds. P. Benner et al. 307-344 (De Gruyter 2020) (Brunton & Kutz)
     
     

358. Data-driven approximations of dynamical systems operators for control, in The Koopman Operator in Systems and Control, Eds. A. Mauroy, I. Mezic & Y. Susuki (Springer 2020) (Kaiser, Kutz & Brunton)
     
     

359. Leveraging sparsity and compressive sensing for reduced order modeling, in Model Reduction of Parametrized Systems (Springer 2017) [Kutz, Sargsyan & Brunton]
     
     

360. Data-driven methods in fluid dynamics: Sparse classification from experimental data, in Whither Turbulence and Big Data in the 21st Century, A. Pollard et al. Eds. 281-301 (Springer 2016) [Bai, Brunton, Brunton, Kutz, Kaiser, Spohn & Noack].
     
     

361. Dynamic Mode Decomposition for Robust PCA with Applications to Foreground/Background Subtraction in Video Streams and Multi-Resolution Analysis, in CRC Handbook on Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing, T. Bouwmans et al. Eds. 19:1-16 (CRC Press, 2016) [Kutz, Fu, Grosek & Brunton].
     
     

362. Data methods and computational tools for characterizing complex cavity dynamics, in Nonlinear Optical Cavity Dynamics, P. Grelu Ed. 395-418 (Springer, 2016) [Kutz, Brunton & Fu]
     
     

363. Solitons and ultra-short optical waves: The Short-Pulse Equation versus the Nonlinear Schrodinger Equation,in Non-Diffracting Waves, H. Hernandez-Figueroa, E. Recami and
     M. Zamboni-Rached Eds. 453-473 (Wiley, 2013) [Kutz & Farnum]
     
     

364. Waveguide arrays for optical pulse-shaping, mode-locking and beam combining, in Numerical Simulations - Applications, Examples and Theory, L. Angermann Ed. 121-148 (INTECH, 2010) [Kutz]
     
     

365. Bright matter waves and stable atomic mode-locking in Bose-Einstein condensates, Bose-Einstein Condensates: Theory, Characteristics and Current Research, P. Matthews Ed. 153-168 (Nova, 2010) [Kutz]
     
     

366. The Role of Intracavity Dynamics in Mode-Locked Lasers, Current Themes in Engineering Science, E. Korsunsky Ed. 124-133 (American Institute of Physics, 2009)[Bale & Kutz]
     
     

367. Theory of Soliton Lasers: Dynamics, Stability and Mode-Locking, Handbook of Solitons: Research, Technology and Applications, S. P. Lang and S. H. Bedore Eds. 393-412 (Nova, 2009) [Kutz]
     
     

368. Low-dimensional Models for Characterizing Mode-Locked Fiber Lasers, Fiber Lasers: Research, Technology and Applications, M. Kimura Ed. 59-80 (Nova, 2009) [Bale & Kutz]
     
     

369. Mode-Locking of Fiber Lasers via Nonlinear Mode-Coupling, Dissipative Solitons, Lecture Notes in Physics, N. N. Akhmediev and A. Ankiewicz Eds. 241-265 (Springer-Verlag, Berlin, 2005) [Kutz]
     
     

370. Dynamics of dispersion-managed solitons in optical communications: a geometric interpretation, in New Trends in Optical Soliton Transmission Systems, A. Hasegawa Ed., 183-195 (Kluwer Academic, Dordrecht, Netherlands, 1998) [Kutz, Evangelides, & Gordon]
     
     
     

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     Refereed Proceedings

     
     
     
     

371. Long-distance pulse propagation in nonlinear optical fibers by using periodically spaced parametric amplifiers, Quantum Electronics and Laser Science Conference Proceedings 12 (1993) 289 [Kutz, Kath, Li & Kumar]
     
     

372. Long-distance pulse propagation in nonlinear optical fibers using periodically spaced parametric amplifiers , Integrated Photonics Research Proceedings 10 (1993) 48 [Kutz, Kath, Li & Kumar]
     
     

373. Dispersion compensation with phase-sensitive amplifiers, OSA Annual Meeting Technical Digest 16 (1993) 100 [Kutz, Kath, Li & Kumar]
     
     

374. Suppression of dispersion in NRZ communication systems using dispersion management, CLEO Technical Digest 9 (1996) 404 [Kutz & Bronski]
     
     

375. Ultrafast switching in highly birefringent fiber via soliton collision, CLEO Technical Digest 9 (1996) 130 [Kutz, Koehler, Leng & Bergman]
     
     

376. Measurements of the nonlinear phase shift from orthogonally polarized soliton collisions, OSA 1996 Nonlinear Optics Topical Meeting, Paper NFB2 [Koehler, Leng, Kutz & Bergman]
     
     

377. Dynamics of Passive Modelocking with Saturable Bragg Reflector (SBR) in Fiber Lasers, LEOS'96 Conference Proceedings 2 (1996) 28 [Kutz & Bergman]
     
     

378. Low latency, ultrafast fiber loop mirror switch using orthogonally polarized signal and control solitons , OSA Trends in Optics and Photonics 13 (1997) Ultrafast Electronics and Optoelectronics [Koehler, Leng, Kutz & Bergman]
     
     

379. Mode-locking pulse dynamics in fiber lasers , CLEO Technical Digest X (1997) [Kutz, Bergman, Tsuda, & Knox]
     
     

380. Low-latency, ultrafast fiber loop mirror switch with 1.2-ps timing jitter tolerance, CLEO Technical Digest X (1997) [Koehler, Leng, Kutz & Bergman]
     
     

381. Modelocking pulse dynamics in fiber lasers , Proceedings of Photonics West 98 (1998) 3283 [Kutz]
     
     

382. Dispersion-managed solitons with average normal dispersion, Nonlinear Guided Waves & Their Applications 5 (1998) [Kutz & Evangelides]
     
     

383. Harmonic modelocking dynamics in optical fiber lasers , SPIE Laser Optics 98 (1998) [Kutz]
     
     

384. Amplitude, chirp, and timing jitter in dispersion-managed soliton communications, 1998 International Workshop on Optical Soliton Transmission Systems and Devices (1998) [Kutz & Wai]
     
     

385. Multi-gigahertz femtosecond fiber lasers by passive mode locking, Photonics East 99 (1998) 3542 [Collings, Bergman, Kutz & Knox]
     
     

386. Chirped pulse propagation and break-up in low-dispersion optical fibers, Aspen (1999) [Kutz, Krylov, Leng, Bergman & Bronski]
     
     

387. Propagation and break-up of pre-chirped N-soliton pulses in anomalous optical fibers, Nonlinear Guided Waves and Their Applications, ThD22, 322-324 (1999), Dijon, France [Kutz, Krylov, Leng, Bergman & Bronski]
     
     

388. Curvature dynamics and fronts in the optical parametric oscillator, Nonlinear Guided Waves and Their Applications, WD38, 168-170 (1999), Dijon, France [Kutz, Erneux, Trillo & Haelterman]
     
     

389. Observation of a two-stage soliton breakup, Nonlinear Optics: Materials, Fundamentals, and Applications, ThA5, 316-318 (2000), Kaua'i-Lihue, Hawaii [Krylov, Kutz, Sears & Bergman]
     
     

390. Control of pulse-train uniformity with passive polarizers in mode-locked optical fiber lasers, Nonlinear Optics: Materials, Fundamentals, and Applications, ThB25, 388-390 (2000), Kaua'i-Lihue, Hawaii [Kutz, Kim, Yong & Spaulding]
     
     

391. Pulse-train uniformity in mode-locked optical fiber lasers, Proceedings of Photonics West 01 (2001) San Jose, CA [Kutz, Spaulding, Kim & Yong]
     
     

392. Bose-Einstein condensates trapped in standing light waves , Nonlinear Guided Waves and Their Applications, MC17, 88-90 (2001), Clearwater, FL [Kutz, Deconinck, Carr & Bronski]
     
     

393. Nonlinear dynamics and pulse train uniformity of mode-locking optical fiber ring lasers, Nonlinear Guided Waves and Their Applications, MC58, 208-210 (2001), Clearwater, FL [Kutz, Spaulding, Yong & Kim]
     
     

394. Pulse train dynamics in actively modelocked lasers, Nonlinear Guided Waves and Their Applications, NLTuD24 (2002), Stresa, Italy [Kutz & O'Neil]
     
     

395. Nonlocal mean-field theory in N-body quantum mechanics for Bose-Einstein condensation, Nonlinear Guided Waves and Their Applications, NLTuD40 (2002), Stresa, Italy [Kutz & Deconinck]
     
     

396. Modelocking in a fiber laser with a long period fiber grating, Proceedings of Photonics West 2003, 4974, 17-25 (2003) San Jose, CA [Kutz & Intrachat]
     
     

397. Pulse train dynamics in actively mode-locked lasers , Proceedings of Photonics West 2003, 4986, 563-574 (2003) San Jose, CA [Kutz & O'Neil]
     
     

398. Optical packet switching through multiple nodes in the data vortex architecture, LEOS 2003, 1, 53-54 (2003) Tucson, AZ [Lu, Small, Liboiron-Ladoucear, Kutz & Bergman]
     
     

399. Characterizing and simulating the performance of the physical layer of data vortex switching nodes, LEOS 2003, 1, 59-60 (2003) Tucson, AZ [Small, Kutz, Lu & Bergman]
     
     

400. Spatial solitons in quasi-phase-matched quadratic media, Proceedings of Photonics West 2004, 5337, 81-88 (2004) [Farnum & Kutz]
     
     

401. Propagation of spatially periodic waves in the optical parametric oscillator, Proceedings of Photonics West 2004, 5337, 89-96 (2004) [Hewitt & Kutz]
     
     

402. Modeling, simulating, and characterizing performance in optical switching networks , Proceedings of Photonics West 2004, 5349, 228-235 (2004) [Kutz, Small, Lu & Bergman]
     
     

403. Simulations and modeling of passive modeling using a long period fiber grating, Nonlinear Guided Waves and Their Applications, MC43 (2004), Toronto, Canada [Kutz & Intrachat]
     
     

404. Spatial solitons in quasi-phase-matched quadratic media: an asymptotic approach, Nonlinear Guided Waves and Their Applications, TuC18 (2004), Toronto [Farnum & Kutz]
     
     

405. Bit Error Ratio Improvement by Two Transfer Function Regenerators, CLEO Technical Digest, JThE63 (2005) [Rochette, Blows, Moss, Mok, Eggleton & Kutz].
     
     

406. Theory of Multi-Frequency Mode-Locked Lasers, Nonlinear Guided Waves and Their Applications, ThB3 (2005), Dresden, Germany [Farnum & Kutz]
     
     

407. Modeling Q-Switching in Actively Mode-Locked Lasers, Nonlinear Guided Waves and Their Applications, ThB23 (2005), Dresden, Germany [Proctor & Kutz]
     
     

408. Waveguide Arrays for Passive Temporal Mode-Locking, Nonlinear Guided Waves and Their Applications, TuC6 (2005), Dresden, Germany [Kutz & Proctor]
     
     

409. Dispersion-Management for Enhancing Supercontinuum Generation in Optical Fiber, Nonlinear Guided Waves and Their Applications, TuD4 (2005), Dresden, Germany [Kutz, Lynga & Eggleton]
     
     

410. The Dynamics of the Optical Parametric Oscillator Near Resonance Detuning, Nonlinear Guided Waves and Their Applications, WD5 (2005), Dresden, Germany [Osting, Hewitt & Kutz]
     
     

411. Dynamics of Passive Harmonic Mode-Locking, Nonlinear Photonics, NThB6 (2007), Quebec City, Canada ( Kutz & Sandstede)
     
     

412. Waveguide Arrays for Mode-Locking X-Wave Lasers, Nonlinear Photonics, NWA5 (2007), Quebec City, Canada (Kutz, Conti & Trillo)
     
     

413. Stability of Transverse Field Structures in Two-Dimensional Optical Parametric Oscillators, Nonlinear Photonics, JWA3 (2007), Quebec City, Canada (Nishimura & Kutz)
     
     

414. Spectral Filtering for Ultra-Fast Mode-Locking in the Normal Dispersive Regime, Nonlinear Photonics, JWA16 (2007), Quebec City, Canada (Bale & Kutz)
     
     

415. Multi-Frequency Mode-Locking with Waveguide Arrays, Nonlinear Photonics, JWA17 (2007), Quebec City, Canada (Bale, Farnum & Kutz)
     
     

416. Nonlinear Femtosecond Pulse Reshaping in Waveguide Arrays, CLEO Technical Digest, CThDD5 (2008), San Jose, CA (Hudson, Schibli, Cundiff, Shish, Kutz, Morandotti & Christodoulides)
     
     

417. Multi-frequency mode-locked lasers, ICIAM07, 7 1130305-1130306 (2007), Zurich, Switzerland (Farnum & Kutz)
     
     

418. Spectral filtering for ultra-fast mode-locking in the normal dispersive regime, ICIAM07, 7 2130005-2130006 (2007), Zurich, Switzerland (Bale & Kutz)
     
     

419. Parabolic pulse propagation in mean-zero dispersion-managed transmission systems and mode-locked laser cavities, SPIE Optics+Optoelectronics 7354, 735416 (2009) (Bale & Kutz)
     
     

420. Application of waveguide arrays and spectral filtering for a multi-frequency picosecond mode-locked pulse source, SPIE Optics+Optoelectronics 7354, 73540Q (2009) (Farnum, Bale & Kutz)
     
     

421. Spectral filtering highly-chirped pulses in all-normal dispersion fiber lasers, Proceedings of Photonics North 09 7386, 73860N (2009) (Bale & Kutz)
     
     

422. Analytic theory of self-similar mode-locking with rapidly varying, mean-zero dispersion, Proceedings of Photonics North 09 7386, 73860M (2009) (Bale & Kutz)
     
     

423. Stability analysis of the mode-locking dynamics in a laser cavity with a passive polarizer, Proceedings of Photonics North 09 7386, 73861Z (2009) (Ding & Kutz)
     
     

424. Optimizing waveguide array mode-locking for high-power fiber lasers, Proceedings of Photonics North 09 7386, 73862W (2009) (Bale, Kutz & Sandstede)
     
     

425. Waveguide Arrays and Spectral Filtering for Multi-Frequency Mode-locked Pulse Sources, Proceedings of Photonics North 09 7386, 73862E (2009) (Farnum, Bale & Kutz)
     
     

426. Theory of mode-locking using phase-sensitive amplification for saturable absorption, Proceedings of Photonics North 09 7386, 73862T (2009) (Hachey, Jones & Kutz)
     
     

427. Numerical simulations of the spatial-temporal dynamics and mode-locking in a waveguide array laser cavity, Proceedings of Photonics North 09 7386, 73862F (2009) (McGrath & Kutz)
     
     

428. Optical Intensity Dynamics in a Five-Emitter Semiconductor Array Laser, Proceedings of Photonics North 09 7386, 738620 (2009) (Williams & Kutz)
     
     

429. Optimizing Waveguide Array Mode-Locking for High-Power Fiber Lasers, CLEO Europe 2009 Technical Digest CJ.P.38 THU (2009) (Bale, Kutz & Sandstede)
     
     

430. Spectral Filtering Highly-Chirped Pulses in All-Normal Dispersion Fiber Lasers, Nonlinear Optics 2009 Technical Digest NWD4 (2009) (Bale & Kutz)
     
     

431. Intensity Dynamics in Semiconductor Laser Arrays, Nonlinear Optics 2009 Technical Digest JTuB14 (2009) (Williams & Kutz)
     
     

432. Stability Analysis of the Mode-Locking Dynamics in a Laser Cavity with a Passive Polarizer, Nonlinear Optics 2009 Technical Digest JTuB18 (2009) (Ding & Kutz)
     
     

433. Dynamics and Stability of Mode-Locking Using Phase-Sensitive Amplification, Nonlinear Optics 2009 Technical Digest NTuA6 (2009) (Hachey & Kutz)
     
     

434. Spectral Filtering Highly-Chirped Pulses in All Normal Dispersion Fiber Lasers, Proceedings of the World Congress on Engineering 2009 1, 367-370 (2009) (Bale & Kutz)
     
     

435. Stability Analysis of the Mode-Locking Dynamics in a Laser Cavity with a Passive Polarizer, Proceedings of the World Congress on Engineering 2009 2, 945-940 (2009) (Ding & Kutz)
     
     

436. Modeling Parabolic Pulse Formation in Mode-Locked Laser Cavities, Proceedings of the World Congress on Engineering 2009 2, 1203-1208 (2009) (Bale & Kutz)
     
     

437. Intensity Dynamics in a Waveguide Array Laser, Proceedings of the World Congress on Engineering 2009 2, 1127-1130 (2009) (Williams & Kutz)
     
     

438. Energy enhancements in mode-locked laser cavities using multi-mode fiber lasers, Proceedings of Photonics West 2010 7580, 758022 (2010) (Ding & Kutz)
     
     

439. Two-dimensional mode-locking in planar waveguide arrays, Proceedings of Photonics West 2010 7600, 76001L (2010) (Williams & Kutz)
     
     

440. The critical role of intracavity dynamics in high-power mode-locked fiber lasers, Proceedings of Photonics West 2010 7580, 75800W (2010) (Bale & Kutz)
     
     

441. Mode-locked laser pulse sources for wavelength division multiplexing, Proceedings of Photonics West 2010 7582, 758216 (2010) (Farnum, Bale & Kutz)
     
     

442. Mode-locking with phase-sensitive (parametric) amplification, Proceedings of Photonics West 2010 7582, 758215 (2010) (Hachey, Jones & Kutz)
     
     

443. Operating regimes and performance optimization of the mode-locking dynamics of a laser cavity with passive polarizer, Proceedings of Photonics West 2010 7580, 758020 (2010) (Ding & Kutz)
     
     

444. Characterizing the transition dynamics for multi-pulsing in mode-locked lasers, Proceedings of Photonics West 2010 7580, 75801Z (2010) (Bale, Kieu, Wise & Kutz)
     
     

445. Intracavity dynamics for power and energy enhancement in mode-locked lasers, Proceedings of the International Conference on Electrical Engineering 2010 2, 1097-1102 (2010) (Bale & Kutz)
     
     

446. Light bullet mode-locking in waveguide arrays, Proceedings of the International Conference on Electrical Engineering 2010 2, 1315-1320 (2010) (Williams & Kutz)
     
     

447. Operating Regimes and Performance Optimization in Mode-Locked Fiber Lasers, Proceedings of Nonlinear Photonics 2010, NTuC15 (2010) (Ding & Kutz)
     
     

448. Transition Dynamics For Multi-pulsing In Mode-locked Lasers, Proceedings of Nonlinear Photonics 2010, NWB8 (2010) (Bale, Kieu, Kutz & Wise)
     
     

449. Studies on nonlinear loss and laser dynamics: from multiwavelength CW lasing to multi-pulsing transition,
     Proceedings of SPIE/COS Photonics Asia 2010, 7847-42 (2010) (Li, Kutz & Wai)
     
     

450. Intra-cavity Dynamics in High Power Mode-locked Fiber Lasers, Proceedings of Nonlinear Photonics 2010, NTuA4 (2010) (Bale, Boscolo, Kutz & Turitsyn)
     
     

451. Mode-locking Of Light-bullets In Planar Waveguide Arrays, Proceedings of Nonlinear Photonics 2010, NME43 (2010) (Williams & Kutz)
     
     

452. Operating Regimes and Performance Optimization in Mode-Locked Fiber Lasers, Proceedings of Laser Optics 2010, TuR3-p06 (2010) (Ding & Kutz)
     
     

453. Mode-Locking of Light-Bullets in Planar Waveguide Arrays, Proceedings of Laser Optics 2010, TuR3-07 (2010) (Williams & Kutz)
     
     

454. Studies on nonlinear loss and laser dynamics: from multi-wavelength CW lasing to multi-pulsing transition, Proceedings of Photonics Asia 2010, Beijing, China 7847-42 (2010) (Li, Kutz & Wai).
     
     

455. Light-bullet routing and logic in planar waveguide arrays , Proceedings of Photonics West 2011, San Francisco CA 7941-12 (2011) (Williams & Kutz).
     
     

456. Energy enhancement in mode-locked lasers using sinusoidal transmission functions for saturable absorption , Proceedings of Photonics West 2011, San Francisco CA 7933-73 (2011) (Ding, Shlizerman & Kutz).
     
     

457. Characterizing and suppressing multi-pulsing instabilities in mode-locked lasers, Proceedings of Photonics West 2011, San Francisco CA 7933-55 (2011) (Shlizerman, Ding & Kutz).
     
     

458. Mode-locking theory for ultra-short few-femtosecond laser pulses, Proceedings of Photonics West 2011, San Francisco CA 7933-53 (2011) (Farnum & Kutz).
     
     

459. Non-adiabatic pulse compression using cascaded higher-order solitons, Proceedings of Photonics West 2011, San Francisco CA 7914-58 (2011) (Li, Wai & Kutz).
     
     

460. Passive mode-locking using multi-mode fiber, Proceedings of Photonics West 2011, San Francisco CA 7914-56 (2011) (Ding, Lefrancois, Wise & Kutz).
     
     

461. Cascaded second-order soliton for high-coherence supercontinuum generation Cascaded second-order soliton for high-coherence supercontinuum generation, Proceedings of Opto-Electronics and Communications 2011, Kaohsiung, Taiwan 7P3-00293 (2011) (Li, Wai & Kutz)
     
     

462. A Reduced Dimensional Model for the Multi-Pulsing Transition in a Waveguide Array Mode-Locked Laser, Proceeding of Nonlinear Optics 2011, Kaui, HI NWE22 (2011) (Williams, Shlizerman & Kutz)
     
     

463. Energy Enhancement of Mode-Locked Fiber Lasers with Sinusoidal Transmission, Proceeding of Nonlinear Optics 2011, Kaui, HI NThC3 (2011) (Ding & Kutz)
     
     

464. Atomic Interaction Effects In Precision Atom Interferometry Using Bose-Einstein Condensates, Proceedings of WAVES 2011, Vancouver, BC (2011) (Jamison, Kutz & Gupta)
     
     

465. Low Dimensional Modeling of Time-Periodic Surface Gravity Waves, Proceedings of WAVES 2011, Vancouver, BC (2011) (Williams, Shlizerman & Kutz)
     
     

466. Dissipative Soliton Resonance in a Passively Mode-Locked Fiber Laser, Proceedings of WAVES 2011, Vancouver, BC (2011) (Ding, Grelu & Kutz)
     
     

467. Principal component analysis for low-dimensional modeling of mode-locked lasers, Proceedings of WAVES 2011, Vancouver, BC (2011)(Shlizerman, Ding, Williams & Kutz)
     
     

468. The short-pulse equation and mode-locked lasers, Proceedings of WAVES 2011, Vancouver, BC (2011) (Farnum & Kutz)
     
     

469. Control, Routing and Mode-Locking Generation of Light Bullets in Planar Waveguide Arrays, Proceedings of NUSOD 11, Rome, Italy (2011) (Williams & Kutz)
     
     

470. Pulse Compression and Super-Continuum Generation using Cascaded Higher-Order Solitons, Proceedings of NUSOD 11, Rome, Italy (2011) (Li, Wai & Kutz)
     
     

471. Dissipative soliton resonances in laser systems: latest developments, Proceedings of International Workshop: Nonlinear Photonics, St. Petersburg, Russia (2011) (Grelu, Ding, Chang, Soto-Crespo, Kutz, Ankiewics & Akhmediev)
     
     

472. Analysis of the Multi-Pulsing Instability in Mode-Locked Lasers Using Dynamical Dimension Reduction, Proceedings of Nonlinear Photonics 2012, JM5A.42 , Colorado Springs, CO (2012) (Shlizerman & Kutz)
     
     

473. Multiple transmission filters for enhanced energy in mode-locked fiber lasers, Proceedings of Nonlinear Photonics 2012, JTu5A.26 , Colorado Springs, CO (2012)(Li, Wai & Kutz)
     
     

474. Competing spatiotemporal neural codes in the olfaction of the Manduca sexta moth, BMC Neuroscience - CNS 2012, 13(Suppl 1):O18 Atlanta, Georgia (2012) (Shlizerman, Riffell & Kutz)
     
     

475. WKB Analysis of Fourier Domain Mode Locked Fiber Lasers , Proceedings of CLEO Pacific Rim 2013, Osaka, Japan (2013) (Li, Wai & Kutz)
     
     

476. A reaction-diffusion model of cholinergic retinal waves and self-organized criticality , BMC Neuroscience - CNS 2013, 14(Suppl 1):P230 Paris, France (2013) (Lansdell & Kutz)
     
     

477. Investigating dynamical properties of the Caenorhabditis elegans connectome through full-network simulations , BMC Neuroscience - CNS 2013, 14(Suppl 1):P230 Paris, France (2013) (Kunert, Shlizerman & Kutz)
     
     

478. Single cell neuro-sensory dynamics: Ca2+ chemoreceptor-guided sea urchin sperm motility , BMC Neuroscience - CNS 2013, 14(Suppl 1):P230 Paris, France (2013) (Burton, Hussain, Riffell, Guasto, Stocker, Hosoi & Kutz)
     
     

479. Axonal injuries and consequences to neuronal computation , BMC Neuroscience - CNS 2013, 14(Suppl 1):P230 Paris, France (2013) (Maia & Kutz)
     
     

480. Self-tuning fiber lasers: machine learning applied to optical systems , Nonlinear Photonics 2014, NTu4A.7 Barcelona, Spain (2014) (Kutz, Brunton & Fu)
     
     

481. Statistical description of soliton clustering in fiber lasers with slow-gain dynamics, Nonlinear Photonics 2014,
     JTu3A.47 Barcelona, Spain (2014) (Kutz & Grelu)
     
     

482. Multi-resolution time-scale separation of video content using the dynamic mode decomposition, Proceeding of the Ninth International Workshop on Video Processing and Quality Metric for Consumer Electronics, VPQM 2015, paper 14, Chandler, AZ, (Kutz, Grosek & Brunton)
     
     

483. Machine learning for self-tuning optical systems, Proceedings of the World Congress on Engineering 2015, 1, 70-73 (2015) (Kutz, Fu & Brunton)
     
     

484. Multi-resolution analysis of dynamical systems using dynamic mode decomposition, Proceedings of the World Congress on Engineering 2015, 1, 90-93 (2015) (Kutz, Fu & Brunton)
     
     

485. Numerical Modeling of a Semiconductor Diode Laser Mode-locked by a Waveguide Array, OSA Technical Digest: Nonlinear Optics 2015 NM3B.5 (Kutz, Zhang, Williams & Cundiff)
     
     

486. Data Driven Control of Complex Optical Systems, OSA Technical Digest: Nonlinear Optics 2015 NW4A.41 (Brunton, Kutz, Fu & Johnson)
     
     

487. Multi-resolution dynamic mode decomposition for foreground/background separation and object tracking, ICCV 2015 Workshop: Robust Subspace Learning/Clustering, 921-929, 2015 International Conference on Computer Vision, Santiago, Chile 2015 (Kutz, Fu, Brunton & Erichson)
     
     

488. Self-tuning fiber lasers, Photonics West 2016, Proc. SPIE 9728, Fiber Lasers XIII: Technology, Systems and Applications 972830, San Francisco, CA 2016 (Brunton, Kutz, Fu)
     
     

489. Sparse Identification of Nonlinear Dynamics with Control (SINDYc) , NOLCOS 2016, Monterey, CA (Brunton, Proctor & Kutz)
     
     

490. Model for Frequency Comb Generation in Single-Section Quantum Well Diode Lasers, CLEO 2017, JTu5A.102, San Jose, CA (Dong, Mangam, Kutz, Cundiff & Winful)
     
     

491. Mode-locked Holmium fiber lasers, NLO 2017, Nth2B.5, Kona, HI (Kutz & Hudson)
     
     

492. Dynamic mode decomposition for background modeling, ICCV 2017 Workshop: Robust Subspace Learning and Applications in Computer Vision, 2017 International Conference on Computer Vision, Venice, Italy 2017 (Kutz)
     
     

493. Compressed singular value decomposition for image and video processing, ICCV 2017 Workshop: Robust Subspace Learning and Applications in Computer Vision, 2017 International Conference on Computer Vision, Venice, Italy 2017 (Erichson, Brunton & Kutz)
     
     

494. Data-Driven Discovery of Governing Physical Laws and Their Parametric Dependencies in Engineering, Physics and Biology, CAMSAP 2017, IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Curacao, Dutch Antilles 2017 (Kutz, Rudy, Alla & Brunton)
     
     

495. Computer vision based inspection approach to predict damage state and load level for RC members 11th International Workshop on Structural Health Monitoring, Stanford, CA 2017 (Davoudi, Miller & Kutz)
     
     

496. Machine learning and air quality monitoring, IEEE International Conference on Big Data (Big Data) 2017, 4570-4576 Boston, MA (Keller, Evans, Kutz & Pawson)
     
     

497. A moth brain learns to read MNIST, International Conference on Learning Representation 2018, Vancouver, BC (Delahunt & Kutz)
     
     

498. Selecting and evaluating representative days for generation expansion planning, Power Systems Computation Conference 2018, Dublin, Ireland (Almaimouni, Ademola-Idowu, Kutz, Negash & Kirschen)
     
     

499. Machine learning for self-tuning optical systems, Proceedings of Nonlinear Optics: Materials, Fundamentals and Applications 2019, NTh1A.1, Waikoloa Beach, Hawaii (Kutz & Brunton)
     
     

500. Shape Constrained Tensor Decompositions, IEEE Data Science and Advanced Analytics 2019, Washington DC (Lusch, Chi & Kutz)
     
     

501. Learning Discrepancy Models from Experimental Data, IEEE Conference on Decision and Control 2019, Nice, France (Kaheman, Kaiser, Strom, Kutz & Brunton)
     
     

502. Operatinoal vision-based modal identification of structures: A novel framework, Structural health monitoring 2019 (Eshkevari, Heydari, Kutz, Pakzad, Diplas & Eshkevari)
     
     

503. Deep learning of normal form autoencoders for universal, parameter-dependent dynamics, NeurIPS workshop 2020 on Interpretable Inductive Biases and Physically Structured Learning (Kalia, Brune, Brunton & Kutz)
     
     

504. Physics-informed machine-learning for modeling aero-optics, Applied Optical Metrology 2021, SPIE 11817 (Kutz, Sashidhar, Sahba, Brunton, McDaniel & Wilcox)
     
     

505. Deep learning for control of nonlinear optical systems, Proceedings SPIE 11703, AI and Optical Data Sciences, March 2021 (Kutz)
     
     
     

506. Robust, high-rate trajectory tracking on insect-scale soft-actuated aerial robots with deep-learned tube MPC, IEEE International Conference on Robotics and Automation 2023 (ICRA) 3383-3389 (Tagliabue, Hsiao, Fasel, Kutz, Brunton, Chen & How)