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

23 February 2024

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 Kadierdan Kaheman Steven L. Brunton J. Nathan Kutz 46 83 0 12 Sep 2020
Weak SINDy For Partial Differential Equations Daniel Messenger David M. Bortz 68 178 0 06 Jul 2020
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 P. Zheng T. Askham Steven L. Brunton J. Nathan Kutz Aleksandr Aravkin 43 139 0 14 Jul 2018