PML-UCF / pinn_ode_tutorial
☆113Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for pinn_ode_tutorial
- Physics-informed neural networks package☆271Updated 2 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆180Updated 3 years ago
- Implementation of PINNs in TensorFlow 2☆71Updated last year
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆124Updated 6 months ago
- Physics-informed neural network for solving fluid dynamics problems☆194Updated 3 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆125Updated 4 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆114Updated last week
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆154Updated last year
- Physics Informed Neural Network (PINN) for Burgers' equation.☆63Updated 3 months ago
- 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
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆54Updated 3 years ago
- Physics-informed learning of governing equations from scarce data☆115Updated last year
- Non-adaptive and residual-based adaptive sampling for PINNs☆58Updated 2 years ago
- ☆174Updated 3 years ago
- ☆116Updated 5 years ago
- gPINN: Gradient-enhanced physics-informed neural networks☆78Updated 2 years ago
- ☆85Updated 3 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆251Updated 11 months ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆141Updated 4 years ago
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆46Updated 3 years ago
- hPINN: Physics-informed neural networks with hard constraints☆116Updated 3 years ago
- Basic implementation of physics-informed neural network with pytorch.☆44Updated 2 years ago
- ☆118Updated 2 years ago
- Deep Learning of Vortex Induced Vibrations☆87Updated 4 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆107Updated 7 months ago
- PINN in solving Navier–Stokes equation☆80Updated 4 years ago
- A place to share problems solved with SciANN☆250Updated last year
- ☆146Updated 9 months ago
- DeepXDE and PINN☆90Updated 2 years ago
- ☆84Updated last month