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.
☆52Jul 9, 2026Updated 2 weeks ago
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 8 months ago
- ☆17May 20, 2025Updated last year
- ☆13Mar 21, 2024Updated 2 years ago
- Learning Neural Differential Algebraic Equations via Operator Splitting☆20Jul 24, 2025Updated last year
- ☆14Dec 10, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆13Dec 19, 2023Updated 2 years ago
- Code for the paper Universal Physics Transformers☆166Jul 2, 2025Updated last year
- This repository contains the code for coupling FEniCS with Physics-Informed DeepONet☆22Mar 28, 2026Updated 4 months ago
- ☆17Mar 6, 2026Updated 4 months ago
- A Library for Advanced Neural PDE Solvers.☆333Mar 10, 2026Updated 4 months ago
- Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control☆52Jul 21, 2026Updated last week
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 7 months ago
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆21Dec 23, 2022Updated 3 years ago
- Graph Convolutional Networks for Unstructured Flow Fields☆14Sep 5, 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.
- Efficient Differentiable n-d PDE Solvers in JAX.☆216Jun 1, 2026Updated last month
- Official implementation of "Guiding diffusion models to reconstruct flow fields from sparse data"☆21Jan 20, 2026Updated 6 months ago
- A flow matching model that uses data-driven geometric noise to improve the quality-generalisation tradeoff and to reduce memorisation.☆19Apr 7, 2026Updated 3 months ago
- ☆49Dec 7, 2022Updated 3 years ago
- Universal components for differentiable scientific computing.☆117Updated this week
- ☆70Updated this 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 9 months ago
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆16Oct 12, 2022Updated 3 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.
- 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
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆107Jun 1, 2026Updated last month
- ☆62Jul 21, 2025Updated last year
- Neural Emulator Architectures in JAX.☆25Jun 1, 2026Updated last month
- Graph-based operator learning in arbitrary geometries☆41Dec 19, 2025Updated 7 months ago
- ☆11Jul 21, 2023Updated 3 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆42Mar 10, 2025Updated last year
- 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
- 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 Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks☆537May 14, 2026Updated 2 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆347Apr 16, 2026Updated 3 months ago
- ☆17Dec 31, 2023Updated 2 years ago
- ☆57May 13, 2025Updated last year
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆80Oct 29, 2025Updated 9 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
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆43Jul 17, 2025Updated last year