PENN code for NeurIPS 2022
☆42Jan 11, 2023Updated 3 years ago
Alternatives and similar repositories for penn-neurips2022
Users that are interested in penn-neurips2022 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official FluxGNN code for ICML2024☆30Feb 27, 2025Updated last year
- IsoGCN code for ICLR2021☆49Nov 12, 2021Updated 4 years ago
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆57May 30, 2023Updated 3 years ago
- 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
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for Mesh Transformer describes in the EAGLE dataset☆43Feb 21, 2025Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆151Sep 11, 2024Updated 2 years ago
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆62Jan 25, 2022Updated 4 years ago
- ☆19Nov 24, 2025Updated 10 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Jan 13, 2024Updated 2 years ago
- This is the official implementation of physics-informed neural networks for functional differential equations (Functional PINN) proposed …☆12Apr 9, 2025Updated last year
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆28May 6, 2024Updated 2 years ago
- Graph-based operator learning in arbitrary geometries☆44Dec 19, 2025Updated 10 months ago
- ☆19Oct 17, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆17May 21, 2020Updated 6 years ago
- Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation☆96Jul 25, 2022Updated 4 years ago
- The source code the for the ICLR'24 paper "Stabilizing Backpropagation Through Time to Learn Complex Physics"☆11May 17, 2024Updated 2 years ago
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆95Oct 25, 2023Updated 2 years ago
- ☆24Oct 21, 2024Updated 2 years ago
- [ICLR 2024] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆34Oct 2, 2026Updated 2 weeks 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
- [ICML 2024] UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs☆12Aug 7, 2025Updated last year
- ☆54Jun 16, 2022Updated 4 years ago
- 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.
- A GNN-based PDE solver without pre-computed data☆45Jun 11, 2025Updated last year
- ☆12Nov 30, 2022Updated 3 years ago
- C++ / CUDA implementation of RTE+RRTMGP radiative transfer solver☆10Jul 29, 2026Updated 2 months ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆63Jun 18, 2026Updated 4 months ago
- This is the official implementation of "Deep Fuzzy Physics-Informed Neural Networks for Forward and Inverse PDE Problems" (Neural Network…☆30Oct 14, 2025Updated last year
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆29Nov 6, 2024Updated last year
- Code for the paper "The Random Feature Model for Input-Output Maps between Banach Spaces" (SIREV SIGEST 2024, SISC 2021)☆15Aug 8, 2024Updated 2 years ago
- Formula Student Battery Testing Consortium Open-Source Data☆14Feb 4, 2025Updated last year
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆18Jun 10, 2023Updated 3 years ago
- 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.
- Machine Learning with MATLAB live scripts☆10Sep 16, 2024Updated 2 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆50Mar 2, 2026Updated 7 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Jan 30, 2024Updated 2 years ago
- Matlab codes: Comparative study of truss sizing optimisation problem 2020☆11Apr 26, 2020Updated 6 years ago
- ☆70Aug 16, 2024Updated 2 years ago
- Neural SPH☆48Nov 23, 2025Updated 10 months 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