Alternatives and similar repositories for DeepLSMethod:

Users that are interested in DeepLSMethod are comparing it to the libraries listed below

• cwq2016 / POD-PINN
  POD-PINN code and manuscript
  ☆47Updated 3 months ago
• AmeyaJagtap / Locally-Adaptive-Activation-Functions-Neural-Networks-
  Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…
  ☆39Updated 2 years ago
• shamsbasir / investigating_mitigating_failure_modes_in_pinns
  This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…
  ☆17Updated last year
• PredictiveIntelligenceLab / UQPINNs
  ☆62Updated 5 years ago
• PredictiveIntelligenceLab / DeepStefan
  ☆17Updated 4 years ago
• xdfeng7370 / Deep-Ritz-Method
  Reproduce the first two numerical experiments(Pytorch)
  ☆26Updated 4 years ago
• nimahsn / pinns_tf2
  Yet another PINN implementation
  ☆19Updated 8 months ago
• AmeyaJagtap / XPINNs_TensorFlow-2
  XPINN code written in TensorFlow 2
  ☆27Updated 2 years ago
• guodongsanjianke / Neural-Network-for-solving-PDE
  Different methods of solving partial differential equations with neural networks
  ☆15Updated 3 years ago
• Jianxun-Wang / Physics-constrained-Bayesian-deep-learning
  Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data
  ☆47Updated 4 years ago
• nn4pde / SPINN
  Sparse Physics-based and Interpretable Neural Networks
  ☆47Updated 3 years ago
• ShashankSubramanian / adaptive-selfsupervision-pinns
  Gradient-based adaptive sampling algorithms for self-supervising PINNs
  ☆24Updated last year
• wukekever / DGM-and-DRM
  PINN, DGM and DRM
  ☆20Updated last year
• Masod-sadipour / Burgers-equation-convection-diffusion-in-2D
  Solving Burgers equation using Python
  ☆11Updated 4 years ago
• kfukami / CNN-SINDy-MLROM
  Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.
  ☆24Updated 3 years ago
• bfly123 / PINN_WE
  Discontinuity Computing Using Physics-Informed Neural Network
  ☆22Updated 10 months ago
• remcovandermeer / Optimally-Weighted-PINNs
  ☆41Updated 4 years ago
• pierremtb / UQPINNs-TF2.0
  TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…
  ☆19Updated last year
• snagcliffs / parametric-discovery
  ☆24Updated 6 years ago
• MJfadeaway / DAS
  DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations
  ☆36Updated 3 months ago
• elhamwasei / PINNs
  Physics-Informed Neural Networks for solving PDEs (bachelor project)
  ☆9Updated last year
• obok13 / B-PINNs
  Pytorch implementation of Bayesian physics-informed neural networks
  ☆51Updated 3 years ago
• liuyangair / AtPINN
  code
  ☆13Updated last year
• stefaniafresca / DL-ROM-Meth
  Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…
  ☆22Updated last year
• ehsankharazmi / hp-VPINNs
  hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations
  ☆75Updated 2 years ago
• XuhuiM / PPINN
  Demo code for PPINN paper: https://www.sciencedirect.com/science/article/pii/S0045782520304357
  ☆10Updated 4 years ago
• taichimoja / ML-ROM_turbulent_flow
  This repository contains the simple source codes of "Convolutional neural network and long short-term memory based reduced order surrogat…
  ☆13Updated 4 years ago
• junbinhuang / DeepRitz
  Implementation of the Deep Ritz method and the Deep Galerkin method
  ☆52Updated 4 years ago
• saniaki / sequential_PINN
  Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems
  ☆50Updated 4 years ago
• ShuaiGuo16 / PI-DeepONet
  Implementing a physics-informed DeepONet from scratch
  ☆34Updated last year