Geometric Neural Operators (GNPs) package for machine learning tasks on point-clouds. Includes curvature estimation, shape deformations, solvers for geometric PDEs. Also, includes weights of pretrained transferable GNP models.
☆55Jul 9, 2026Updated last month
Alternatives and similar repositories for geo_neural_op
Users that are interested in geo_neural_op are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆28Nov 14, 2025Updated 9 months ago
- ☆17May 20, 2025Updated last year
- ☆13Mar 21, 2024Updated 2 years ago
- Learning Neural Differential Algebraic Equations via Operator Splitting☆21Jul 24, 2025Updated last year
- ☆14Dec 10, 2024Updated last year
- 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.
- ☆13Dec 19, 2023Updated 2 years ago
- Code for the paper Universal Physics Transformers☆170Jul 2, 2025Updated last year
- This repository contains the code for coupling FEniCS with Physics-Informed DeepONet☆23Mar 28, 2026Updated 5 months ago
- GINOT is a deep learning model that combines transformers with neural operators for accurate forward predictions on arbitrary 2D and 3D g…☆40Jan 20, 2026Updated 7 months ago
- ☆17Mar 6, 2026Updated 6 months ago
- A Library for Advanced Neural PDE Solvers.☆337Mar 10, 2026Updated 5 months ago
- Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control☆54Jul 29, 2026Updated last month
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 8 months ago
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆22Dec 23, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Graph Convolutional Networks for Unstructured Flow Fields☆14Sep 5, 2022Updated 4 years ago
- Efficient Differentiable n-d PDE Solvers in JAX.☆231Jun 1, 2026Updated 3 months ago
- Official implementation of "Guiding diffusion models to reconstruct flow fields from sparse data"☆21Jan 20, 2026Updated 7 months ago
- A flow matching model that uses data-driven geometric noise to improve the quality-generalisation tradeoff and to reduce memorisation.☆21Apr 7, 2026Updated 5 months ago
- ☆49Dec 7, 2022Updated 3 years ago
- Universal components for differentiable scientific computing.☆132Updated this week
- ☆74Sep 1, 2026Updated last week
- Practicum on Supervised Learning in Function Spaces☆36Feb 17, 2022Updated 4 years ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Oct 13, 2025Updated 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆18Oct 12, 2022Updated 3 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆109Jun 1, 2026Updated 3 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Mar 18, 2024Updated 2 years ago
- ☆63Jul 21, 2025Updated last year
- Neural Emulator Architectures in JAX.☆27Aug 25, 2026Updated last week
- [ICML 2024 Oral] LSH-Based Efficient Point Transformer (HEPT)☆27Jan 24, 2025Updated last year
- Graph-based operator learning in arbitrary geometries☆44Dec 19, 2025Updated 8 months ago
- ☆12Jul 21, 2023Updated 3 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆43Mar 10, 2025Updated last year
- 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.
- Point2color: 3D Point Cloud Colorization Using a Conditional Generative Network and Differentiable Rendering for Airborne LiDAR[Earth Vis…☆11Oct 31, 2021Updated 4 years ago
- ☆14Sep 23, 2024Updated last year
- ☆19Dec 31, 2023Updated 2 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆352Apr 16, 2026Updated 4 months ago
- ☆58May 13, 2025Updated last year
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆83Oct 29, 2025Updated 10 months ago
- an Open Collaborative project to explore the implications — theoretical or practical — of the PDE perspective of ConvNets☆21Oct 7, 2023Updated 2 years ago