Physics-Informed Neural Network Method for Solving One-Dimensional Advection Equation Using PyTorch

15 March 2021

Papers citing "Physics-Informed Neural Network Method for Solving One-Dimensional Advection Equation Using PyTorch"

5 / 5 papers shown

Title
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling Wanghan Xu Fenghua Ling Wenlong Zhang Tao Han Hao Chen Wanli Ouyang Lei Bai AI4CE 164 5 0 22 May 2024
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 62 2,647 0 05 Jun 2019
Efficient hinging hyperplanes neural network and its application in nonlinear system identification Jun Xu Qinghua Tao Zhen Li Xiangming Xi Johan A. K. Suykens Shuning Wang 61 26 0 15 May 2019
DGM: A deep learning algorithm for solving partial differential equations Justin A. Sirignano K. Spiliopoulos AI4CE 86 2,059 0 24 Aug 2017
On weight initialization in deep neural networks S. Kumar ODL 74 227 0 28 Apr 2017