M3RG-IITD / benchmarking_graphLinks
☆11Updated 3 years ago
Alternatives and similar repositories for benchmarking_graph
Users that are interested in benchmarking_graph are comparing it to the libraries listed below
Sorting:
- ☆55Updated 3 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆19Updated last year
- ☆24Updated 6 months ago
- ☆29Updated 2 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆29Updated last year
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Updated last year
- We present cod-bench containing 12 operators and 10 datasets.☆11Updated last year
- The source code the for the ICLR'24 paper "Stabilizing Backpropagation Through Time to Learn Complex Physics"☆11Updated last year
- ☆16Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆22Updated 7 months ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated 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
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Updated 2 years ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆13Updated last year
- ☆39Updated 3 months ago
- Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation☆96Updated 3 years ago
- Code for paper Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks.☆34Updated 3 weeks ago
- CTF workshop deep learning tutorial and hackathon☆13Updated 2 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- PENN code for NeurIPS 2022☆42Updated 2 years ago
- ☆24Updated 2 years ago
- ☆21Updated 3 years ago
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆13Updated 3 years ago
- ☆17Updated 11 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆34Updated last year
- ☆15Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆28Updated 6 months ago
- Reaction diffusion system prediction based on convolutional neural network☆17Updated 3 years ago
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆35Updated 5 years ago