A Bayesian Framework for learning governing Partial Differential Equation from Data

8 June 2023

Papers citing "A Bayesian Framework for learning governing Partial Differential Equation from Data"

5 / 5 papers shown

Title
BINDy -- Bayesian identification of nonlinear dynamics with reversible-jump Markov-chain Monte-Carlo Max D. Champneys Timothy J. Rogers 18 2 0 15 Aug 2024
Discovering governing equation in structural dynamics from acceleration-only measurements Calvin Alvares Souvik Chakraborty 22 0 0 18 Jul 2024
A Bayesian framework for discovering interpretable Lagrangian of dynamical systems from data Tapas Tripura Souvik Chakraborty 31 3 0 10 Oct 2023
Bayesian Reasoning for Physics Informed Neural Networks K. Graczyk Kornel Witkowski 22 0 0 25 Aug 2023
Discovering stochastic partial differential equations from limited data using variational Bayes inference Yogesh Chandrakant Mathpati Tapas Tripura R. Nayek S. Chakraborty DiffM 11 6 0 28 Jun 2023