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Rapid Bayesian identification of sparse nonlinear dynamics from scarce and noisy data

Rapid Bayesian identification of sparse nonlinear dynamics from scarce and noisy data

Lloyd Fung
Urban Fasel
M. Juniper
ArXiv (abs)PDFHTML

Papers citing "Rapid Bayesian identification of sparse nonlinear dynamics from scarce and noisy data"

4 / 4 papers shown
Title
Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
Kadierdan Kaheman
Steven L. Brunton
J. Nathan Kutz
46
83
0
12 Sep 2020
Weak SINDy For Partial Differential Equations
Weak SINDy For Partial Differential Equations
Daniel Messenger
David M. Bortz
66
178
0
06 Jul 2020
SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics
SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics
Kadierdan Kaheman
J. Nathan Kutz
Steven L. Brunton
58
268
0
05 Apr 2020
A Unified Framework for Sparse Relaxed Regularized Regression: SR3
A Unified Framework for Sparse Relaxed Regularized Regression: SR3
P. Zheng
T. Askham
Steven L. Brunton
J. Nathan Kutz
Aleksandr Aravkin
43
139
0
14 Jul 2018