Graph-based operator learning in arbitrary geometries
☆39Dec 19, 2025Updated 5 months ago
Alternatives and similar repositories for rigno
Users that are interested in rigno are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆56Aug 2, 2025Updated 10 months ago
- About code release of "Geometry-Aware Operator Transformer: A Generalizable Framework for PDE Solution Operators"☆25Dec 8, 2025Updated 6 months ago
- GINOT is a deep learning model that combines transformers with neural operators for accurate forward predictions on arbitrary 2D and 3D g…☆36Jan 20, 2026Updated 4 months ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆95Oct 23, 2025Updated 7 months ago
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆27Jul 3, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Equivariant Mesh Attention Networks☆20Aug 30, 2022Updated 3 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆148Sep 11, 2024Updated last year
- Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"☆63Mar 19, 2026Updated 2 months ago
- Geometric Neural Operators (GNPs) package for machine learning tasks on point-clouds. Includes curvature estimation, shape deformations, …☆47Jun 1, 2026Updated 2 weeks ago
- PENN code for NeurIPS 2022☆42Jan 11, 2023Updated 3 years ago
- Simple Finite Element Framework for research and education☆35Aug 10, 2025Updated 10 months ago
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆14Jul 30, 2024Updated last year
- Short example of Navier-Stokes simulation on GPU☆28Jan 19, 2022Updated 4 years ago
- ☆38Jan 2, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆29Jul 25, 2024Updated last year
- ☆189Dec 5, 2025Updated 6 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆187Apr 10, 2025Updated last year
- ☆58Jul 21, 2025Updated 10 months ago
- Code for "Deep Energy-Based Modeling of Discrete-Time Physics," NeurIPS, 2020. (Oral)☆19Jan 30, 2022Updated 4 years ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆35Apr 15, 2023Updated 3 years ago
- ☆27Dec 8, 2023Updated 2 years ago
- ☆19Dec 6, 2024Updated last year
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆28Nov 14, 2025Updated 7 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [TMLR 2026 J2C Certification] Previously at GenBio ICML 2025☆22Apr 28, 2026Updated last month
- Transfer learning on physics-informed neural networks for tracking the hemodynamics in the evolving false lumen of dissected aorta☆17Aug 4, 2024Updated last year
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆89Oct 25, 2023Updated 2 years ago
- A Library for Advanced Neural PDE Solvers.☆322Mar 10, 2026Updated 3 months ago
- Implementation of the SPN model and the experiments from the LoG 2022 paper "Shortest Path Networks for Graph Property Prediction".☆25Feb 7, 2023Updated 3 years ago
- Generative medical imaging model that produces real DXA scan from 3D body surface scan inputs. Predicting interior fat, lean, and bone di…☆17Nov 22, 2023Updated 2 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆101Jun 1, 2026Updated 2 weeks ago
- Code for "Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation" @ NeurIPS 2023☆25Oct 12, 2023Updated 2 years ago
- Python interface for the NRLMSISE-00 empirical neutral atmosphere model☆12Sep 30, 2024Updated 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.
- ☆11Nov 22, 2016Updated 9 years ago
- SketchINR: A First Look into Sketches as Implicit Neural Representations [CVPR 2024]☆12Aug 19, 2024Updated last year
- A Warp Drive for Neural PDE Solvers☆30Jun 3, 2026Updated 2 weeks ago
- [IROS 2025] Official repository of GRIP: A General Robotic Incremental Potential Contact Simulation Dataset for Unified Deformable-Rigid …☆22Jul 10, 2025Updated 11 months ago
- Official source code for "Roto-translated Local Coordinate Frames For Interacting Dynamical Systems". In NeurIPS 2021.☆21Feb 9, 2023Updated 3 years ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆33Mar 22, 2026Updated 2 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆224Nov 24, 2025Updated 6 months ago