Pinned Repositories
bmapping-pinn
A simple Physics Informed Neural Network (PINN) implementation in TensorFlow 2 for magnetic field mapping using finite amount of magnetic field measurements.
DeepXDE-and-PINN
DeepXDE and PINN
MRE-PINN
Elasticity reconstruction with physics-informed neural networks
MultiscalePINNs
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 problems and plane stress linear elasticity boundary value problems
Physics-informed-neural-networks
Collection of examples of Physics Informed Neural Networks (PINN), for solving Partial Differential Equation (PDE) via deep neural networks.
PINN-elasticity
PINN-for-wave-equation
PINN for solvingf wave equation
PINN-incompressive-laminar-cylinder
PINN_TF2
implements PINN in TensorFlow 2.
fanzi66's Repositories
fanzi66/MRE-PINN
Elasticity reconstruction with physics-informed neural networks
fanzi66/ScattPINNs
Inverse and forward scattering problems via PINNs
fanzi66/Physics-informed-neural-networks
Collection of examples of Physics Informed Neural Networks (PINN), for solving Partial Differential Equation (PDE) via deep neural networks.
fanzi66/PINNpapers
Must-read Papers on Physics-Informed Neural Networks.
fanzi66/PINN_TF2
implements PINN in TensorFlow 2.
fanzi66/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 problems and plane stress linear elasticity boundary value problems
fanzi66/PINN-incompressive-laminar-cylinder
fanzi66/PINN-for-wave-equation
PINN for solvingf wave equation
fanzi66/MultiscalePINNs
fanzi66/bmapping-pinn
A simple Physics Informed Neural Network (PINN) implementation in TensorFlow 2 for magnetic field mapping using finite amount of magnetic field measurements.
fanzi66/DeepXDE-and-PINN
DeepXDE and PINN
fanzi66/PINN-elasticity
fanzi66/TensorFlow-2.x-Tutorials
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。