Deep Physics Corrector: A physics enhanced deep learning architecture for solving stochastic differential equations

20 September 2022

Papers citing "Deep Physics Corrector: A physics enhanced deep learning architecture for solving stochastic differential equations"

3 / 3 papers shown

Title
Harnessing physics-informed operators for high-dimensional reliability analysis problems N Navaneeth Tushar Souvik Chakraborty AI4CE 32 0 0 07 Sep 2024
MD-NOMAD: Mixture density nonlinear manifold decoder for emulating stochastic differential equations and uncertainty propagation Akshay Thakur Souvik Chakraborty 24 1 0 24 Apr 2024
An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications E. Samaniego C. Anitescu S. Goswami Vien Minh Nguyen-Thanh Hongwei Guo Khader M. Hamdia Timon Rabczuk X. Zhuang PINN AI4CE 145 1,333 0 27 Aug 2019