Alternatives and similar repositories for sciann-applications:

Users that are interested in sciann-applications are comparing it to the libraries listed below

• Raocp / PINN-elastodynamics
  physics-informed neural network for elastodynamics problem
  ☆135Updated 3 years ago
• ehsanhaghighat / sciann
  Deep learning for Engineers - Physics Informed Deep Learning
  ☆336Updated last year
• levimcclenny / SA-PINNs
  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
  ☆223Updated 3 years ago
• okada39 / pinn_wave
  Physics Informed Neural Network (PINN) for the wave equation.
  ☆164Updated 4 years ago
• 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…
  ☆172Updated 2 years ago
• okada39 / pinn_cavity
  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.
  ☆141Updated 4 years ago
• AmeyaJagtap / XPINNs
  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…
  ☆191Updated 2 years ago
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆204Updated 3 years ago
• pierremtb / PINNs-TF2.0
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
  ☆259Updated last year
• Raocp / PINN-laminar-flow
  Physics-informed neural network for solving fluid dynamics problems
  ☆225Updated 4 years ago
• PredictiveIntelligenceLab / MultiscalePINNs
  ☆135Updated 2 years ago
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆78Updated last year
• PredictiveIntelligenceLab / Physics-informed-DeepONets
  ☆338Updated 2 years ago
• Alexzihaohu / NSFnets
  PINN in solving Navier–Stokes equation
  ☆97Updated 4 years ago
• Shengfeng233 / PINN-for-NS-equation
  A pytorch implementaion of physics informed neural networks for two dimensional NS equation
  ☆140Updated last year
• Wulx2050 / DeepXDE-and-PINN
  DeepXDE and PINN
  ☆108Updated 2 years ago
• 314arhaam / heat-pinn
  A Physics-Informed Neural Network to solve 2D steady-state heat equations.
  ☆135Updated 3 months ago
• benmoseley / FBPINNs
  Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…
  ☆389Updated last month
• nanditadoloi / PINN
  Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
  ☆301Updated 10 months ago
• JinshuaiBai / PINN_Comp_Mech
  PINN program for computational mechanics
  ☆106Updated last year
• lu-group / deeponet-fno
  DeepONet & FNO (with practical extensions)
  ☆291Updated last year
• chen-yingfa / pinn-torch
  PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations
  ☆96Updated 2 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆162Updated last year
• isds-neu / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆147Updated 11 months ago
• maziarraissi / HFM
  Hidden Fluid Mechanics
  ☆324Updated 2 years ago
• erfanhamdi / pinn-torch
  Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose
  ☆48Updated 2 years ago
• hojunkim13 / PINNs
  Basic implementation of physics-informed neural network with pytorch.
  ☆67Updated 2 years ago
• lu-group / pinn-sampling
  Non-adaptive and residual-based adaptive sampling for PINNs
  ☆74Updated 2 years ago
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆118Updated 11 months ago
• PML-UCF / pinn
  Physics-informed neural networks package
  ☆306Updated 2 years ago