Separabale Physics-Informed DeepONets in JAX
☆28Nov 29, 2024Updated last year
Alternatives and similar repositories for separable-PI-DeepONet
Users that are interested in separable-PI-DeepONet 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 repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆41Nov 2, 2024Updated last year
- Implementing a physics-informed DeepONet from scratch☆63Jul 9, 2023Updated 3 years ago
- ☆16Oct 25, 2021Updated 4 years ago
- ☆426Dec 3, 2022Updated 3 years ago
- Implementation of the deep operator network in pytorch, with examples of solving Differential Equations☆17Mar 30, 2024Updated 2 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.
- PINNs with irreversible constraints.☆17Jun 10, 2026Updated 2 months ago
- ☆34Mar 14, 2025Updated last year
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆22Jun 20, 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
- ☆14Dec 9, 2024Updated last year
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆15May 27, 2024Updated 2 years ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- SE-PINN: Solving the Schrödinger Equation via Physics-Informed Machine Learning☆11Dec 17, 2025Updated 7 months ago
- Efficient implementation of plasticity problems resolution using convex optimization solvers incorporated in a finite element code.☆13Oct 27, 2025Updated 9 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Level-set based topology optimization in MATLAB using density methods☆16Feb 24, 2021Updated 5 years ago
- ☆11Mar 18, 2023Updated 3 years ago
- ☆25May 18, 2026Updated 2 months ago
- The Disruption Runaway Electron Analysis Model☆46Updated this week
- Quantum DeepONet: Neural operators accelerated by quantum computing☆22Jun 10, 2025Updated last year
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆37Aug 2, 2022Updated 4 years ago
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago
- ☆62Jul 21, 2025Updated last year
- ☆16May 13, 2026Updated 2 months 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.
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆19Apr 10, 2024Updated 2 years ago
- ☆73Jun 14, 2026Updated last month
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆84Aug 4, 2023Updated 3 years ago
- ☆37Jul 16, 2026Updated 3 weeks ago
- Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem☆19Dec 6, 2024Updated last year
- ☆27Jul 7, 2022Updated 4 years ago
- JAX library for neural operator and PDE foundation model training.☆26Updated this week
- Automated material constitutive modeling in JAX☆44Jul 23, 2026Updated 2 weeks ago
- when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…☆90Jul 15, 2022Updated 4 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.
- Implementation of Pre-text invariant representation learning algorithm in pytorch☆11May 27, 2020Updated 6 years ago
- Unofficial JAX implementation of the SOAP optimizer (https://arxiv.org/abs/2409.11321)☆29Jul 21, 2026Updated 2 weeks ago
- Full code for all experiments in the paper "Denoising Hamiltonian Network for Physical Reasoning"☆15Mar 21, 2025Updated last year
- ☆33Oct 6, 2022Updated 3 years ago
- Optics simulation in Julia using geometrical and Gaussian beamlet tracing – simulate lasers, beam propagation, and simple optical systems…☆17Updated this week
- ☆71Jan 7, 2023Updated 3 years ago
- Code for training and inferring acoustic wave propagation in 3D☆47May 12, 2026Updated 2 months ago