Alternatives and similar repositories for Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_PIKANs_DeepONets

Users that are interested in Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_PIKANs_DeepONets are comparing it to the libraries listed below

• jayroxis / PINNs
  PyTorch Implementation of Physics-informed Neural Networks
  ☆681Updated last year
• omniscientoctopus / Physics-Informed-Neural-Networks
  Investigating PINNs
  ☆697Updated 4 years ago
• rezaakb / pinns-torch
  PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
  ☆736Updated 5 months ago
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆348Updated last year
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆372Updated 3 years ago
• i207M / PINNacle
  Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
  ☆379Updated last year
• idrl-lab / PINNpapers
  Must-read Papers on Physics-Informed Neural Networks.
  ☆1,358Updated 2 years ago
• lululxvi / deeponet
  Learning nonlinear operators via DeepONet
  ☆732Updated 3 years ago
• lu-group / deeponet-fno
  A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data
  ☆340Updated 2 years ago
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆260Updated 4 years ago
• benmoseley / FBPINNs
  Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…
  ☆495Updated last week
• neuraloperator / physics_informed
  ☆495Updated 8 months ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆149Updated last year
• bitzhangcy / Neural-PDE-Solver
  ☆1,051Updated last month
• PML-UCF / pinn
  Physics-informed neural networks package
  ☆335Updated 3 years ago
• ehsanhaghighat / sciann-applications
  A place to share problems solved with SciANN
  ☆297Updated 2 years ago
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆264Updated 2 years ago
• mathLab / PINA
  Physics-Informed Neural networks for Advanced modeling
  ☆672Updated this week
• PredictiveIntelligenceLab / jaxpi
  ☆383Updated 3 weeks ago
• Raocp / PINN-laminar-flow
  Physics-informed neural network for solving fluid dynamics problems
  ☆254Updated 4 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆183Updated last year
• ADharaUTEXAS123007 / FNO
  Fourier_neural_operator
  ☆16Updated 2 years ago
• AdityaLab / pinnsformer
  ☆176Updated last year
• Shengfeng233 / PINN-for-NS-equation
  A pytorch implementaion of physics informed neural networks for two dimensional NS equation
  ☆180Updated last year
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆230Updated 4 years ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆198Updated 5 years ago
• Wulx2050 / DeepXDE-and-PINN
  DeepXDE and PINN
  ☆139Updated 3 years ago
• mroberto166 / CAMLab-DLSCTutorials
  ☆214Updated last year
• alexpapados / Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics
  Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…
  ☆198Updated 2 years ago
• yizheng-wang / Research-on-Solving-Partial-Differential-Equations-of-Solid-Mechanics-Based-on-PINN
  This is the code of my master thesis.
  ☆168Updated 7 months ago