nguyenkhoa0209 / pinns_tutorial

Related projects ⓘ

Alternatives and complementary repositories for pinns_tutorial

• LivingMatterLab / xPINNs
  when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…
  ☆56Updated 2 years ago
• rmojgani / LPINNs
  To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…
  ☆42Updated last year
• rezaakb / pinns-tf2
  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
  ☆81Updated 5 months ago
• Crunch-UQ4MI / neuraluq
  ☆152Updated 8 months ago
• hojunkim13 / PINNs
  Basic implementation of physics-informed neural network with pytorch.
  ☆44Updated 2 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆146Updated 9 months ago
• maziarraissi / NumericalGP
  Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
  ☆66Updated 4 years ago
• deepmorzaria / Physics-Informed-Neural-Network-PINNs---TF-2.0
  Tensoflow 2 implementation of physics informed deep learning.
  ☆25Updated 4 years ago
• madagra / basic-pinn
  Basic implementation of physics-informed neural networks for solving differential equations
  ☆73Updated last year
• giuliamesc / BPINNs
  ☆18Updated last year
• Jianxun-Wang / Physics-constrained-Bayesian-deep-learning
  Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data
  ☆45Updated 4 years ago
• nn4pde / SPINN
  Sparse Physics-based and Interpretable Neural Networks
  ☆46Updated 3 years ago
• imcs-compsim / pinns_for_comp_mech
  Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.
  ☆29Updated this week
• ShotaDeguchi / PINN_TF2
  Implementation of PINNs in TensorFlow 2
  ☆71Updated last year
• ASEM000 / Physics-informed-neural-network-in-JAX
  Example problems in Physics informed neural network in JAX
  ☆76Updated last year
• AdityaLab / pinnsformer
  ☆84Updated last month
• amir-cardiolab / PINN-examples
  Examples implementing physics-informed neural networks (PINN) in Pytorch
  ☆54Updated 3 years ago
• DENG-MIT / Stiff-PINN
  Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
  ☆49Updated 2 years ago
• PML-UCF / pinn_ode_tutorial
  ☆113Updated 2 years ago
• mroberto166 / PinnsSub
  ☆44Updated 10 months ago
• PredictiveIntelligenceLab / PINNsNTK
  ☆85Updated 3 years ago
• katiana22 / TL-DeepONet
  Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
  ☆61Updated last year
• raj-brown / APMA_2070_ENGN_2912_SPRING_2024
  ☆47Updated 3 weeks ago
• Vaezi92 / PINNs-TF2.x
  Physics Informed Neural Networks: a starting step for CFD specialists
  ☆27Updated 2 years ago
• PredictiveIntelligenceLab / Long-time-Integration-PI-DeepONets
  ☆52Updated 2 years ago
• okada39 / pinn_burgers
  Physics Informed Neural Network (PINN) for Burgers' equation.
  ☆63Updated 3 months ago
• soanagno / rba-pinns
  Implementation of fast PINN optimization with RBA weights
  ☆42Updated last month
• lu-group / multifidelity-deeponet
  Multifidelity DeepONet
  ☆27Updated last year
• PredictiveIntelligenceLab / GradientPathologiesPINNs
  ☆174Updated 3 years ago