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51

Nonlinear model reduction for dynamical systems using sparse sensor locations from learned libraries

Sargsyan, Syuzanna, Brunton, Steven L., Kutz, J. Nathan

Journal:

Physical Review E

Year:

2015

Language:

english

File:

PDF, 1.91 MB

english, 2015

52

Compressive Sensing and Low-Rank Libraries for Classification of Bifurcation Regimes in Nonlinear Dynamical Systems

Brunton, Steven L., Tu, Jonathan H., Bright, Ido, Kutz, J. Nathan

Journal:

SIAM Journal on Applied Dynamical Systems

Year:

2014

Language:

english

File:

PDF, 1.48 MB

english, 2014

53

Compressed dynamic mode decomposition for background modeling

Erichson, N. Benjamin, Brunton, Steven L., Kutz, J. Nathan

Journal:

Journal of Real-Time Image Processing

Year:

2016

Language:

english

File:

PDF, 1.95 MB

english, 2016

54

The Evans function for nonlocal equations

Kapitula, Todd, Kutz, Nathan, Sandstede, Bjorn

Journal:

Indiana University Mathematics Journal

Year:

2004

Language:

english

File:

PDF, 537 KB

english, 2004

55

Sparse Identification of Nonlinear Dynamics with Control (SINDYc)**SLB acknowledges support from the U.S. Air Force Center of Excellence on Nature Inspired Flight Technologies and Ideas (FA9550-14-1-0398). JLP thanks Bill and Melinda Gates for their active support of the Institute of Disease Modeling and their sponsorship through the Global Good Fund. JNK acknowledges support from the U.S. Air Force Office of Scientific Research (FA9550-09-0174).

Brunton, Steven L., Proctor, Joshua L., Kutz, J. Nathan

Journal:

IFAC-PapersOnLine

Year:

2016

Language:

english

File:

PDF, 1.22 MB

english, 2016

56

Inferring Biological Networks by Sparse Identification of Nonlinear Dynamics

Mangan, Niall M., Brunton, Steven L., Proctor, Joshua L., Kutz, J. Nathan

Journal:

IEEE Transactions on Molecular Biological and Multi-Scale Communications

Year:

2016

Language:

english

File:

PDF, 1.60 MB

english, 2016

57

Chaos as an intermittently forced linear system

Brunton, Steven L., Brunton, Bingni W., Proctor, Joshua L., Kaiser, Eurika, Kutz, J. Nathan

Journal:

Nature Communications

Year:

2017

Language:

english

File:

PDF, 3.41 MB

english, 2017

58

[IEEE 2017 IEEE International Conference on Computer Vision Workshop (ICCVW) - Venice, Italy (2017.10.22-2017.10.29)] 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) - Compressed Singular Value Decomposition for Image and Video Processing

Erichson, N. Benjamin, Brunton, Steven L., Kutz, J. Nathan

Year:

2017

Language:

english

File:

PDF, 820 KB

english, 2017

59

Data-driven inference of network connectivity for modeling the dynamics of neural codes in the insect antennal lobe

Shlizerman, Eli, Riffell, Jeffrey A., Kutz, J. Nathan

Journal:

Frontiers in Computational Neuroscience

Year:

2014

Language:

english

File:

PDF, 2.45 MB

english, 2014

60

[IEEE 2018 Power Systems Computation Conference (PSCC) - Dublin, Ireland (2018.6.11-2018.6.15)] 2018 Power Systems Computation Conference (PSCC) - Selecting and Evaluating Representative Days for Generation Expansion Planning

Almaimouni, Abeer, Ademola-Idowu, Atinuke, Nathan Kutz, J., Negash, Ahlmahz, Kirschen, Daniel

Year:

2018

Language:

english

File:

PDF, 632 KB

english, 2018

61

High-Energy Passive Mode-Locking of Fiber Lasers

Ding, Edwin, Renninger, William H., Wise, Frank W., Grelu, Philippe, Shlizerman, Eli, Kutz, J. Nathan

Journal:

International Journal of Optics

Year:

2012

Language:

english

File:

PDF, 6.35 MB

english, 2012

62

Data-driven vision-based inspection for reinforced concrete beams and slabs: Quantitative damage and load estimation

Davoudi, Rouzbeh, Miller, Gregory R., Kutz, J. Nathan

Journal:

Automation in Construction

Year:

2018

Language:

english

File:

PDF, 13.18 MB

english, 2018

63

Discovery of Nonlinear Multiscale Systems: Sampling Strategies and Embeddings

Champion, Kathleen P., Brunton, Steven L., Kutz, J. Nathan

Journal:

SIAM Journal on Applied Dynamical Systems

Year:

2019

Language:

english

File:

PDF, 3.80 MB

english, 2019

64

Putting a bug in ML: The moth olfactory network learns to read MNIST

Delahunt, Charles B., Kutz, J. Nathan

Journal:

Neural Networks

Year:

2019

Language:

english

File:

PDF, 1.50 MB

english, 2019

65

Deep learning of dynamics and signal-noise decomposition with time-stepping constraints

Rudy, Samuel H., Nathan Kutz, J., Brunton, Steven L.

Journal:

Journal of Computational Physics

Year:

2019

Language:

english

File:

PDF, 6.65 MB

english, 2019

66

Forecasting dengue fever in Brazil: An assessment of climate conditions

Stolerman, Lucas M., Maia, Pedro D., Kutz, J. Nathan, Samy, Abdallah M.

Journal:

Year:

2019

Language:

english

File:

PDF, 1.52 MB

english, 2019

67

Mode-locked rotating detonation waves: Experiments and a model equation

Koch, James, Kurosaka, Mitsuru, Knowlen, Carl, Kutz, J. Nathan

Journal:

Physical Review E

Year:

2020

Language:

english

File:

PDF, 1.94 MB

english, 2020

68

Deep model predictive flow control with limited sensor data and online learning

Bieker, Katharina, Peitz, Sebastian, Brunton, Steven L., Kutz, J. Nathan, Dellnitz, Michael

Journal:

Theoretical and Computational Fluid Dynamics

Year:

2020

Language:

english

File:

PDF, 1.19 MB

english, 2020

69

Dimensionality reduction and reduced-order modeling for traveling wave physics

Mendible, Ariana, Brunton, Steven L., Aravkin, Aleksandr Y., Lowrie, Wes, Kutz, J. Nathan

Journal:

Theoretical and Computational Fluid Dynamics

Year:

2020

File:

PDF, 1.94 MB

2020

70

Sensor Selection With Cost Constraints for Dynamically Relevant Bases

Clark, Emily, Kutz, J. Nathan, Brunton, Steven L.

Journal:

IEEE Sensors Journal

Year:

2020

File:

PDF, 4.37 MB

2020

71

Shallow neural networks for fluid flow reconstruction with limited sensors

Erichson, N. Benjamin, Mathelin, Lionel, Yao, Zhewei, Brunton, Steven L., Mahoney, Michael W., Kutz, J. Nathan

Journal:

Proceedings Mathematical Physical & Engineering Sciences

Year:

2020

File:

PDF, 2.78 MB

2020

72

Data-driven spatiotemporal modal decomposition for time frequency analysis

Hirsh, Seth M., Brunton, Bingni W., Kutz, J. Nathan

Journal:

Applied and Computational Harmonic Analysis

Year:

2020

File:

PDF, 3.42 MB

2020

73

Centering Data Improves the Dynamic Mode Decomposition

Hirsh, Seth M., Harris, Kameron Decker, Kutz, J. Nathan, Brunton, Bingni W.

Journal:

SIAM Journal on Applied Dynamical Systems

Year:

2020

File:

PDF, 2.19 MB

2020

74

A Unified Sparse Optimization Framework to Learn Parsimonious Physics-Informed Models From Data

Champion, Kathleen, Zheng, Peng, Aravkin, Aleksandr Y., Brunton, Steven L., Kutz, J. Nathan

Journal:

Year:

2020

File:

PDF, 2.85 MB

2020

75

Numerical Differentiation of Noisy Data: A Unifying Multi-Objective Optimization Framework

Van Breugel, Floris Van, Kutz, J. Nathan, Brunton, Bingni W.

Journal:

Year:

2020

File:

PDF, 6.41 MB

2020

76

Dynamics and stability of a new class of periodic solutions of the optical parametric oscillator

Sarah E. Hewitt, Karen Intrachat, J. Nathan Kutz

Journal:

Optics Communications

Year:

2004

Language:

english

File:

PDF, 679 KB

english, 2004

77

Intensity dynamics in a waveguide array laser

Mingming Feng, Matthew O. Williams, J. Nathan Kutz, Kevin L. Silverman, Richard P. Mirin, Steven T. Cundiff

Journal:

Optics Communications

Year:

2011

Language:

english

File:

PDF, 934 KB

english, 2011

78

Computing spectra of linear operators using the Floquet–Fourier–Hill method

Bernard Deconinck, J. Nathan Kutz

Journal:

Journal of Computational Physics

Year:

2006

Language:

english

File:

PDF, 2.05 MB

english, 2006

79

SpectrUW: A laboratory for the numerical exploration of spectra of linear operators

Bernard Deconinck, Firat Kiyak, John D. Carter, J.Nathan Kutz

Journal:

Mathematics and Computers in Simulation

Year:

2007

Language:

english

File:

PDF, 452 KB

english, 2007

80

Averaged models for passive mode-locking using nonlinear mode-coupling

J. Proctor, J.Nathan Kutz

Journal:

Mathematics and Computers in Simulation

Year:

2007

Language:

english

File:

PDF, 1002 KB

english, 2007

81

Stability, dynamics, and the onset of multi-pulsing in a mode-locked laser cavity using phase-sensitive amplification

Simon Hachey, Christopher R. Jones, J. Nathan Kutz

Journal:

Optics Communications

Year:

2010

Language:

english

File:

PDF, 1.15 MB

english, 2010

82

Multiwavelength lasers with homogeneous gain and intensity-dependent loss

Feng Li, Xinhuan Feng, Huan Zheng, C. Lu, H.Y. Tam, J. Nathan Kutz, P.K.A. Wai

Journal:

Optics Communications

Year:

2011

Language:

english

File:

PDF, 1.12 MB

english, 2011

83

Mode-locked matter waves in Bose–Einstein condensates

Journal:

Physica D: Nonlinear Phenomena

Year:

2009

Language:

english

File:

PDF, 2.03 MB

english, 2009

84

Asymptotic behavior of the nonlinear Schrödinger equation with rapidly varying, mean-zero dispersion

Jared C. Bronski, J.Nathan Kutz

Journal:

Physica D: Nonlinear Phenomena

Year:

1997

Language:

english

File:

PDF, 1019 KB

english, 1997

85

Stability of exact solutions of the defocusing nonlinear Schrödinger equation with periodic potential in two dimensions

Bernard Deconinck, Bela A. Frigyik, J.Nathan Kutz

Journal:

Physics Letters A

Year:

2001

Language:

english

File:

PDF, 1.62 MB

english, 2001

86

Spectral filtering for ultra-fast mode-locking in the normal dispersive regime

Brandon G. Bale, J Nathan Kutz

Journal:

Year:

2007

Language:

english

File:

PDF, 96 KB

english, 2007

87

Multi-frequency mode-locked lasers

Edward D. Farnum, J. Nathan Kutz

Journal:

Year:

2007

Language:

english

File:

PDF, 246 KB

english, 2007

88

Intracavity dynamics in high-power mode-locked fiber lasers

Bale, Brandon G., Boscolo, Sonia, Kutz, J. Nathan, Turitsyn, Sergei K.

Journal:

Physical Review A

Year:

2010

Language:

english

File:

PDF, 2.27 MB

english, 2010

89

Generating and routing light-bullets using slab waveguide arrays

Williams, Matthew O., Kutz, J. Nathan

Journal:

Optical and Quantum Electronics

Year:

2012

Language:

english

File:

PDF, 351 KB

english, 2012

90

Characterizing bifurcations and chaos in multiwavelength lasers with intensity-dependent loss and saturable homogeneous gain

Feng Li, J. Nathan Kutz, P.K.A. Wai

Journal:

Optics Communications

Year:

2012

Language:

english

File:

PDF, 2.52 MB

english, 2012

91

Continuation of periodic solutions in the waveguide array mode-locked laser

Matthew O. Williams, Jon Wilkening, Eli Shlizerman, J. Nathan Kutz

Journal:

Physica D: Nonlinear Phenomena

Year:

2011

Language:

english

File:

PDF, 2.37 MB

english, 2011

92

Modeling the dynamics of neural codes in the olfaction of theManduca-sextamoth

Shlizerman, Eli, Riffell, Jeffrey, Kutz, J Nathan

Journal:

BMC Neuroscience

Year:

2012

Language:

english

File:

PDF, 137 KB

english, 2012

93

Pulse propagation in nonlinear optical fiber lines that employ phase-sensitive parametric amplifiers

Kutz, J. Nathan, Hile, Cheryl V., Kath, William L., Li, Ruo-Ding, Kumar, Prem

Journal:

Journal of the Optical Society of America B

Year:

1994

Language:

english

File:

PDF, 1.51 MB

english, 1994

94

Analytic study of orthogonally polarized solitons interacting in highly birefringent optical fibers

Kutz, J. Nathan, Koehler, Steffen D., Leng, L., Bergman, Keren

Journal:

Journal of the Optical Society of America B

Year:

1997

Language:

english

File:

PDF, 238 KB

english, 1997

95

Guiding-center pulse dynamics in nonreturn-to-zero (return-to-zero) communications systems with mean-zero dispersion

Bronski, Jared C., Kutz, J. Nathan

Journal:

Journal of the Optical Society of America B

Year:

1997

Language:

english

File:

PDF, 289 KB

english, 1997

96

Nonsoliton pulse evolution in normally dispersive fibers

Forest, M. Gregory, Kutz, J. Nathan, McLaughlin, Ken R.-T.

Journal:

Journal of the Optical Society of America B

Year:

1999

Language:

english

File:

PDF, 195 KB

english, 1999

97

Curvature dynamics and stability of topological solitons in the optical parametric oscillator

Kutz, J. Nathan, Erneux, Thomas, Trillo, Stefano, Haelterman, Marc

Journal:

Journal of the Optical Society of America B

Year:

1999

Language:

english

File:

PDF, 356 KB

english, 1999

98

Nonlinear dynamics of mode-locking optical fiber ring lasers

Spaulding, Kristin M., Yong, Darryl H., Kim, Arnold D., Kutz, J. Nathan

Journal:

Journal of the Optical Society of America B

Year:

2002

Language:

english

File:

PDF, 288 KB

english, 2002

99

Stability of pulses in the master mode-locking equation

Kapitula, Todd, Kutz, J. Nathan, Sandstede, Björn

Journal:

Journal of the Optical Society of America B

Year:

2002

Language:

english

File:

PDF, 181 KB

english, 2002

100

Theory and simulation of dual-frequency mode-locked lasers

Farnum, Edward D., Butson, Leslie, Kutz, J. Nathan

Journal:

Journal of the Optical Society of America B

Year:

2006

Language:

english

File:

PDF, 943 KB

english, 2006