BaratiLab / MeshDQNLinks
Using deep reinforcement learning for refining meshes in computational fluid dynamics
☆29Updated 2 years ago
Alternatives and similar repositories for MeshDQN
Users that are interested in MeshDQN are comparing it to the libraries listed below
Sorting:
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆32Updated 2 years ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆32Updated 2 years ago
- Physics-informed radial basis network☆33Updated last year
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆29Updated last week
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆29Updated last year
- Adaptive Swarm Mesh Refinement☆21Updated last year
- ☆13Updated last year
- Code repo for Fluid Graph Network☆26Updated 3 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 7 years ago
- ☆98Updated 10 months ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆23Updated last year
- Codes for paper "Automatic Parameterization for Aerodynamic Shape Optimization via Deep Geometric Learning", published on AIAA Aviation F…☆20Updated 2 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆57Updated 11 months ago
- ☆27Updated 2 years ago
- ☆61Updated 8 months ago
- ☆24Updated 2 years ago
- ☆61Updated last year
- Modified Meshgraphnets with more features☆57Updated 10 months ago
- A GNN-based PDE solver without pre-computed data☆38Updated 6 months ago
- ☆15Updated 2 years ago
- ☆20Updated 3 months ago
- About code release of "Geometry-Aware Operator Transformer: A Generalizable Framework for PDE Solution Operators"☆18Updated last week
- Graph Network Simulator☆192Updated last month
- ☆23Updated 11 months ago
- Code for the Master's thesis: "Evaluation and improvements to Mesh Graph Nets for Computational Fluid Dynamics Simulations" which is buil…☆14Updated last year
- ☆37Updated 5 months ago
- A novel graph U-net architecture☆22Updated last year
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆18Updated 2 years ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆80Updated last year
- Graph Convolutional Networks for Unstructured Flow Fields☆11Updated 3 years ago