[NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"
☆16Jul 19, 2024Updated 2 years ago
Alternatives and similar repositories for graphsplinenets
Users that are interested in graphsplinenets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆39Jun 21, 2023Updated 3 years ago
- ☆13May 30, 2024Updated 2 years ago
- Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation☆96Jul 25, 2022Updated 4 years ago
- ☆11Apr 14, 2022Updated 4 years ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆14Jul 12, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A collection of Matplotlib plot templates.☆27Oct 15, 2023Updated 2 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆38Jul 5, 2021Updated 5 years ago
- ☆14Feb 18, 2024Updated 2 years ago
- The MegaFlow2D dataset package☆25Sep 21, 2023Updated 2 years ago
- The model for edge classification by transforming edges to nodes.☆15Dec 22, 2020Updated 5 years ago
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆14Jul 30, 2024Updated 2 years ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆14Aug 1, 2021Updated 5 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆30Jan 30, 2024Updated 2 years ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69May 22, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- Official repository for GFACS☆37May 17, 2024Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- ☆45Nov 17, 2023Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆72Jun 10, 2024Updated 2 years ago
- Code for orthogonal neural operator☆17Oct 15, 2023Updated 2 years ago
- ☆15Mar 28, 2022Updated 4 years ago
- Code for ICML2025 Paper "Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models"☆17Jun 27, 2025Updated last year
- Official implementation of Diffusion Graph Networks (DGNs)☆79Mar 17, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆16Mar 3, 2023Updated 3 years ago
- ☆70Aug 16, 2024Updated last year
- ☆311Sep 14, 2024Updated last year
- ☆17May 1, 2022Updated 4 years ago
- Large neighbourhood solver for the multi-depot split-delivery vehicle routing problem with inventory constraints and heterogeneous fleet.☆19Feb 27, 2020Updated 6 years ago
- Neural SPH☆48Nov 23, 2025Updated 8 months ago
- MeshGraphNets (MGN)☆73Nov 9, 2023Updated 2 years ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆42Apr 6, 2025Updated last year
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Nov 16, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository contains the code for coupling FEniCS with Physics-Informed DeepONet☆22Mar 28, 2026Updated 4 months ago
- A GNN-based PDE solver without pre-computed data☆42Jun 11, 2025Updated last year
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆28May 6, 2024Updated 2 years ago
- The implement of Independent Cascade Model, with different seeds selection algorithms.☆34Sep 2, 2022Updated 3 years ago
- Towards Foundation Models for Mixed Integer Linear Programming☆17Feb 3, 2025Updated last year
- The collection of my research papers' illustrations.☆22Oct 15, 2023Updated 2 years ago
- Python implementation of closed frequent subgraph mining algorithm cgSpan. Only undirected graphs are currently supported.☆13Dec 20, 2021Updated 4 years ago