Ali-Stanford / PhysicsInformedPointNetPorousMediaLinks
Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet
☆13Updated last year
Alternatives and similar repositories for PhysicsInformedPointNetPorousMedia
Users that are interested in PhysicsInformedPointNetPorousMedia are comparing it to the libraries listed below
Sorting:
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- XPINN code written in TensorFlow 2☆28Updated 2 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆20Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- Physics-Informed Super-Resolution☆10Updated 2 years ago
- ☆41Updated 3 years ago
- Yet another PINN implementation☆20Updated last year
- Soving heat transfer problems using PINN with tf2.0☆19Updated 4 years ago
- This repository hold some techniques associated with Artificial Intelligence to examine the aerodynamics of airfoils☆17Updated 6 months ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆21Updated 5 years ago
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆15Updated 3 years ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆18Updated last year
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆16Updated 4 months ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- ☆22Updated 10 months ago
- Physics-informed radial basis network☆31Updated last year
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Updated 2 years ago
- Data preprocess method on Physics-informed neural networks☆18Updated 6 months ago
- ☆19Updated last year
- This repository contains the MATLAB implementation of popular numerical methods in Computation Fluid dynamics. Starting from simple meth…☆11Updated 3 years ago
- ☆11Updated last year
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆16Updated 4 years ago
- Deep finite volume method☆22Updated last year
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆21Updated 2 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆42Updated last year
- POD-PINN code and manuscript☆52Updated 9 months ago
- Hidden Fluid Mechanics in PyTorch☆18Updated last year
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Updated 4 years ago
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆17Updated 3 years ago