dc-luo / seepagePINN
Physics informed neural network for learning seepage flow models
☆17Updated last year
Alternatives and similar repositories for seepagePINN:
Users that are interested in seepagePINN are comparing it to the libraries listed below
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆19Updated 2 years ago
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆38Updated last year
- Physics informed neural network (PINN) for the 1D Heat equation☆13Updated last year
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆26Updated 2 years ago
- This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value an…☆15Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆61Updated 9 months ago
- POD-PINN code and manuscript☆47Updated 2 months ago
- ☆33Updated 6 months ago
- Deep finite volume method☆18Updated 6 months ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆51Updated last year
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆22Updated 5 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆27Updated 2 years ago
- Physics-informed neural networks for two-phase flow problems☆49Updated last year
- Physics-guided neural network framework for elastic plates☆34Updated 2 years ago
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆115Updated 4 months ago
- PDE Preserved Neural Network☆42Updated 6 months ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆20Updated last year
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆16Updated 2 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆27Updated 9 months ago
- PINN in solving Navier–Stokes equation☆83Updated 4 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆37Updated 8 months ago
- ☆42Updated last month
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆61Updated last year
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆15Updated 3 years ago
- ☆62Updated last month
- Soving heat transfer problems using PINN with tf2.0☆19Updated 3 years ago
- Multi-fidelity reduced-order surrogate modeling☆17Updated last month
- ☆16Updated 10 months ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆49Updated 4 years ago
- CCSNet: a deep learning modeling suite for CO2 storage☆22Updated 4 months ago