Rose-STL-Lab / Dynamic-Adaptation-NetworkLinks
☆29Updated 2 years ago
Alternatives and similar repositories for Dynamic-Adaptation-Network
Users that are interested in Dynamic-Adaptation-Network are comparing it to the libraries listed below
Sorting:
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Updated last year
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆38Updated 2 years ago
- ☆41Updated 4 months ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- ☆55Updated 3 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆37Updated last year
- MeshGraphNets (MGN)☆70Updated 2 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆73Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- Official implementation of Diffusion Graph Networks (DGNs)☆76Updated 10 months ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆66Updated last year
- Solving Inverse Physics Problems with Score Matching☆31Updated 2 years ago
- ☆35Updated 4 years ago
- PENN code for NeurIPS 2022☆42Updated 3 years ago
- ☆35Updated 2 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆142Updated last year
- A library for dimensionality reduction on spatial-temporal PDE☆71Updated 3 weeks ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 3 years ago
- The public repository about our joint FINN research project☆37Updated 3 years ago
- ☆25Updated 7 months ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆56Updated 2 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆95Updated 2 months ago
- ☆16Updated 3 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆29Updated last year
- Code for the paper Universal Physics Transformers☆149Updated 6 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆54Updated 4 months ago
- ☆21Updated 3 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆31Updated 2 months ago