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J

J. Nathan Kutz

University of Washington

73H-index
605Paper Count
3.0WCitation Count
Published Papers 122
Publication Date
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SINDy-RL for interpretable and efficient model-based reinforcement learning
errNature Communications
IF15.7
err2025-11-28
err0
errOAAI
errNicholas Zolman; Christian Lagemann; Urban Fasel; J. Nathan Kutz; Steven L. Brunton
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errSave
Reduced order modeling with shallow recurrent decoder networks
errNature Communications
IF15.7
err2025-11-21
err0
errOAAI
errMatteo Tomasetto; Jan P. Williams; Francesco Braghin; Andrea Manzoni; J. Nathan Kutz
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errSave
Arousal as a universal embedding for spatiotemporal brain dynamics
errNature
IF48.5
err2025-09-24
err0
PREAI
errRyan V. Raut; Zachary P. Rosenthal; Xiaodan Wang; Hanyang Miao; Zhanqi Zhang; Jin-Moo Lee; Marcus E. Raichle; Adam Q. Bauer; Steven L. Brunton; Bingni W. Brunton; J. Nathan Kutz
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On the integration of geometry agnostic variational-autoencoders into large-scale SVD based models
errComputers & Fluids
IF3
err2025-08-14
err0
PREAI
errBenet Eiximeno; Arnau Miró; J. Nathan Kutz; Ivette Rodriguez; Oriol Lehmkuhl
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errSave
Robust state estimation from partial out-core measurements with Shallow Recurrent Decoder for nuclear reactors
errProgress in Nuclear Energy
IF3.2
err2025-07-26
err0
errOAAI
errStefano Riva; Carolina Introini; Antonio Cammi; J. Nathan Kutz
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errSave
Data-driven local operator finding for reduced-order modeling of plasma systems
errJOURNAL OF PHYSICS D-APPLIED PHYSICS
IF3.2
err2025-04-28
err0
PREAI
errFaraji, F.; Reza, M.; Knoll, A.; Kutz, J. N.
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Machine Learning for Sparse Nonlinear Modeling and Control
errANNUAL REVIEW OF CONTROL ROBOTICS AND AUTONOMOUS SYSTEMS
IF14
err2025-01-14
err0
PREAI
errBrunton, Steven L.; Zolman, Nicholas; Kutz, J. Nathan; Fasel, Urban
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errSave
Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties
errINTERNATIONAL JOURNAL OF FORECASTING
IF7.1
err2024-07-01
err0
errOAAI
errMallen, Alex T.; Lange, Henning; Kutz, J. Nathan
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errSave
Mobile Sensor Path Planning for Kalman Filter Spatiotemporal Estimation
errSENSORS
IF3.5
err2024-06-08
err1
errOAAI
errMei, Jiazhong; Brunton, Steven L.; Kutz, J. Nathan
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errSave
Ensemble Principal Component Analysis
errIEEE ACCESS
IF3.6
err2024-01-01
err9
errOAAI
errDorabiala, Olga; Aravkin, Aleksandr Y.; Kutz, J. Nathan
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Leveraging Arbitrary Mobile Sensor Trajectories With Shallow Recurrent Decoder Networks for Full-State Reconstruction
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errEbers, Megan R.; Williams, Jan P.; Steele, Katherine M.; Kutz, J. Nathan
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errSave
Dynamic mode decomposition for data-driven analysis and reduced-order modeling of E x B plasmas: I. Extraction of spatiotemporally coherent patterns
errJOURNAL OF PHYSICS D-APPLIED PHYSICS
IF3.2
err2023-11-10
err14
errOAAI
errFaraji, F.; Reza, M.; Knoll, A.; Kutz, J. N.
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errSave
Dynamic mode decomposition for data-driven analysis and reduced-order modeling of E x B plasmas: II. Dynamics forecasting
errJOURNAL OF PHYSICS D-APPLIED PHYSICS
IF3.2
err2023-11-10
err11
errOAAI
errFaraji, F.; Reza, M.; Knoll, A.; Kutz, J. N.
errShare
errSave
Prediction of ShockRefractory Ventricular Fibrillation Amidst Continuous Chest Compressions During Out-of-Hospital Cardiac Arrest Resuscitation
errCIRCULATION
IF38.6
err2023-11-07
err0
PREAI
errCoult, Jason; Kwok, Heemun; Yang, Betty; Kutz, J. Nathan; Blackwood, Jennifer E.; Kudenchuk, Peter J.; Rea, Thomas
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errSave
Data-driven discovery and extrapolation of parameterized pattern-forming dynamics
errPHYSICAL REVIEW RESEARCH
IF4.2
err2023-11-02
err8
errOAAI
errNicolaou, Zachary G.; Huo, Guanyu; Chen, Yihui; Brunton, Steven L.; Kutz, J. Nathan
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errSave
Podocyte Senescence and Aging
errKIDNEY360
IF3
err2023-10-31
err6
errOAAI
errShankland, Stuart J.; Rule, Andrew D.; Kutz, J. Nathan; Pippin, Jeffrey W.; Wessely, Oliver
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errSave
Predicting individual cases of major adolescent psychiatric conditions with artificial intelligence
errTRANSLATIONAL PSYCHIATRY
IF6.2
err2023-10-10
err8
errOAAI
errde Lacy, Nina; Ramshaw, Michael J.; Mccauley, Elizabeth; Kerr, Kathleen F.; Kaufman, Joan; Kutz, J. Nathan
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errSave
Constructing and interpreting a large-scale variant effect map for an ultrarare disease gene: Comprehensive prediction of the functional impact of PSAT1 genotypes
errPLOS GENETICS
IF3.7
err2023-10-09
err1
errOAAI
errXie, Michael J.; Cromie, Gareth A.; Owens, Katherine; Timour, Martin S.; Tang, Michelle; Kutz, J. Nathan; El-Hattab, Ayman W.; Mclaughlin, Richard N.; Dudley, Aimee M.
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errSave
Data-Driven Placement of PM2.5 Air Quality Sensors in the United States: An Approach to Target Urban Environmental Injustice
errGEOHEALTH
IF3.8
err2023-09-13
err9
errOAAI
errKelp, Makoto M.; Fargiano, Timothy C.; Lin, Samuel; Liu, Tianjia; Turner, Jay R.; Kutz, J. Nathan; Mickley, Loretta J.
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errSave
Prediction of Shock-Refractory Ventricular Fibrillation During Resuscitation of Out-of-Hospital Cardiac Arrest
errCIRCULATION
IF38.6
err2023-07-25
err8
PREAI
errCoult, Jason; Yang, Betty Y.; Kwok, Heemun; Kutz, J. Nathan; Boyle, Patrick M.; Blackwood, Jennifer; Rea, Thomas D.; Kudenchuk, Peter J.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Daniel J. Jacob
H-index: 167 · Papers: 1.1K
M
Marcus E. Raichle
H-index: 161 · Papers: 519
V
Vince D. Calhoun
H-index: 153 · Papers: 2.5K
B
Benjamin J. Eggleton
H-index: 107 · Papers: 1.4K
F
Frank W. Wise
H-index: 90 · Papers: 667
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