Rose-STL-Lab / Dynamic-Adaptation-NetworkLinks
☆29Updated last year
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:
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆35Updated last year
- ☆39Updated last month
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- ☆35Updated 4 years ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆41Updated last year
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- Official implementation of Diffusion Graph Networks (DGNs)☆70Updated 7 months ago
- ☆53Updated 3 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Updated last year
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆80Updated 11 months ago
- The public repository about our joint FINN research project☆38Updated 3 years ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆16Updated last year
- ICON for in-context operator learning☆59Updated 8 months ago
- LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite☆67Updated 9 months ago
- Code for the paper Universal Physics Transformers☆139Updated 3 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆48Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- Solving Inverse Physics Problems with Score Matching☆31Updated last year
- Geometric Neural Operators (GNPs) for machine learning tasks on point-cloud representations: curvature estimation, shape deformations, so…☆31Updated 2 months ago
- ☆23Updated 4 months ago
- ☆46Updated 7 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 8 months ago
- ☆16Updated last year
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- PENN code for NeurIPS 2022☆42Updated 2 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆30Updated last year
- MeshGraphNets (MGN)☆67Updated last year
- ☆35Updated 2 years ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 2 years ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆47Updated last month