IDRLnet: A Physics-Informed Neural Network Library

IDRLnet: A Physics-Informed Neural Network Library

9 July 2021

Papers citing "IDRLnet: A Physics-Informed Neural Network Library"

8 / 8 papers shown

Title
jinns: a JAX Library for Physics-Informed Neural Networks Hugo Gangloff Nicolas Jouvin AI4CE 76 0 0 18 Dec 2024
Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary Computation Bo Zhang Chao Yang PINN 29 3 0 18 May 2024
Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab Pawel Maczuga Maciej Sikora Maciej Skoczeñ Przemyslaw Ro.znawski Filip Tluszcz Marcin Szubert Marcin Lo's W. Dzwinel K. Pingali Maciej Paszyñski AI4CE 14 0 0 24 Sep 2023
Robust Regression with Highly Corrupted Data via Physics Informed Neural Networks Wei Peng Wenjuan Yao Weien Zhou Xiaoya Zhang Weijie Yao PINN 35 5 0 19 Oct 2022
RANG: A Residual-based Adaptive Node Generation Method for Physics-Informed Neural Networks Wei Peng Weien Zhou Xiaoya Zhang Wenjuan Yao Zheliang Liu 23 15 0 02 May 2022
Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next S. Cuomo Vincenzo Schiano Di Cola F. Giampaolo G. Rozza Maizar Raissi F. Piccialli PINN 24 1,170 0 14 Jan 2022
Physics-informed neural networks with hard constraints for inverse design Lu Lu R. Pestourie Wenjie Yao Zhicheng Wang F. Verdugo Steven G. Johnson PINN 39 493 0 09 Feb 2021
$NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework$ NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework O. Hennigh S. Narasimhan M. A. Nabian Akshay Subramaniam Kaustubh Tangsali M. Rietmann J. Ferrandis Wonmin Byeon Z. Fang S. Choudhry PINN AI4CE 91 126 0 14 Dec 2020