Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning

21 June 2022

Papers citing "Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning"

5 / 5 papers shown

Title
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series Byoungwoo Park Hyungi Lee Juho Lee AI4TS 36 0 0 08 Oct 2024
Solving Poisson Equations using Neural Walk-on-Spheres Hong Chul Nam Julius Berner Anima Anandkumar 20 3 0 05 Jun 2024
Improved sampling via learned diffusions Lorenz Richter Julius Berner DiffM 11 51 0 03 Jul 2023
Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation Rui Zhang Qi Meng Rongchan Zhu Yue Wang Wenlei Shi Shihua Zhang Zhi-Ming Ma Tie-Yan Liu DiffM AI4CE 44 4 0 10 Feb 2023
Interpolating between BSDEs and PINNs: deep learning for elliptic and parabolic boundary value problems Nikolas Nusken Lorenz Richter PINN DiffM 28 27 0 07 Dec 2021