Physics-constrained, data-driven discovery of coarse-grained dynamics

11 February 2018

Papers citing "Physics-constrained, data-driven discovery of coarse-grained dynamics"

5 / 5 papers shown

Title
A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertainty A. Agrawal P. Koutsourelakis AI4CE 26 16 0 05 Jul 2023
Physics-aware, probabilistic model order reduction with guaranteed stability Sebastian Kaltenbach P. Koutsourelakis DiffM AI4CE 16 15 0 14 Jan 2021
Data-Driven Discovery of Coarse-Grained Equations Joseph Bakarji D. Tartakovsky 37 32 0 30 Jan 2020
Enforcing constraints for time series prediction in supervised, unsupervised and reinforcement learning P. Stinis AI4TS AI4CE 30 11 0 17 May 2019
Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks P. Stinis Tobias J. Hagge A. Tartakovsky Enoch Yeung GAN AI4CE 56 33 0 22 Mar 2018