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"

10 / 10 papers shown

Title
PACER: Physics Informed Uncertainty Aware Climate Emulator Hira Saleem Flora Salim Cormac Purcell 26 0 0 29 Oct 2024
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 39 5 0 22 May 2024
Burgers' pinns with implicit euler transfer learning Vitória Biesek P. H. A. Konzen PINN 11 3 0 23 Oct 2023
Physics-informed Neural Networks with Periodic Activation Functions for Solute Transport in Heterogeneous Porous Media Salah A. Faroughi Ramin Soltanmohammad Pingki Datta S. K. Mahjour S. Faroughi 26 22 0 17 Dec 2022
Use of BNNM for interference wave solutions of the gBS-like equation and comparison with PINNs S. Vadyala S. N. Betgeri 34 0 0 07 Aug 2022
Respecting causality is all you need for training physics-informed neural networks Sizhuang He Shyam Sankaran P. Perdikaris PINN CML AI4CE 53 199 0 14 Mar 2022
Wastewater Pipe Rating Model Using Natural Language Processing S. N. Betgeri S. Vadyala John C. Mattews Hongfang Lu 25 1 0 22 Feb 2022
Wastewater Pipe Condition Rating Model Using K- Nearest Neighbors S. N. Betgeri S. Vadyala J. Matthews M. Madadi Greta J. Vladeanu 27 12 0 22 Feb 2022
Predicting the spread of COVID-19 in Delhi, India using Deep Residual Recurrent Neural Networks S. Vadyala S. N. Betgeri 31 2 0 09 Oct 2021
A Review of Physics-based Machine Learning in Civil Engineering S. Vadyala S. N. Betgeri J. Matthews Elizabeth Matthews AI4CE 30 152 0 09 Oct 2021