A deep learning based surrogate model for stochastic simulators

24 October 2021

Papers citing "A deep learning based surrogate model for stochastic simulators"

4 / 4 papers shown

Title
Deep Physics Corrector: A physics enhanced deep learning architecture for solving stochastic differential equations Tushar S. Chakraborty 41 6 0 20 Sep 2022
Enabling scalable clinical interpretation of ML-based phenotypes using real world data O. Parsons N. Barlow J. Baxter K. Paraschin Andrea Derix Peter Hein Robert Durichen 13 1 0 02 Aug 2022
Deep Capsule Encoder-Decoder Network for Surrogate Modeling and Uncertainty Quantification A. Thakur S. Chakraborty MedIm 39 4 0 19 Jan 2022
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 159 1,344 0 27 Aug 2019