Spatio-Temporal Super-Resolution of Dynamical Systems using Physics-Informed Deep-Learning

8 December 2022

Papers citing "Spatio-Temporal Super-Resolution of Dynamical Systems using Physics-Informed Deep-Learning"

5 / 5 papers shown

Title
A Deep Learning Framework for Solving Hyperbolic Partial Differential Equations: Part I Rajat Arora PINN AI4CE 22 1 0 09 Jul 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 34 29 0 29 May 2023
PhySRNet: Physics informed super-resolution network for application in computational solid mechanics Rajat Arora AI4CE 22 10 0 30 Jun 2022
MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework C. Jiang S. Esmaeilzadeh Kamyar Azizzadenesheli K. Kashinath Mustafa A. Mustafa H. Tchelepi P. Marcus P. Prabhat Anima Anandkumar AI4CE 187 141 0 01 May 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,904 0 13 Jun 2015