Physics Informed Machine Learning Tutorials (Pytorch and Jax)
☆668Apr 27, 2026Updated last week
Alternatives and similar repositories for NABLA-SciML
Users that are interested in NABLA-SciML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆412Dec 3, 2022Updated 3 years ago
- Investigating PINNs☆760Aug 13, 2021Updated 4 years ago
- A library for scientific machine learning and physics-informed learning☆4,123Mar 1, 2026Updated 2 months ago
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆5,814Feb 11, 2026Updated 2 months ago
- PyTorch Implementation of Physics-informed Neural Networks☆714May 20, 2024Updated last year
- 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.
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆224Feb 21, 2023Updated 3 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆375Jul 5, 2024Updated last year
- Must-read Papers on Physics-Informed Neural Networks.☆1,484Dec 8, 2023Updated 2 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆293Oct 12, 2021Updated 4 years ago
- Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators☆798Jun 25, 2022Updated 3 years ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆373Jul 14, 2023Updated 2 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆162Jul 16, 2020Updated 5 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆264Feb 1, 2023Updated 3 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆540Mar 26, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Original implementation of fast PINN optimization with RBA weights☆73Sep 11, 2025Updated 7 months ago
- A Deep Learning Approach to Solving PDEs: Implementing Neural Networks with Pytorch and Jax☆10Apr 27, 2023Updated 3 years ago
- ☆55Oct 9, 2022Updated 3 years ago
- ☆215Feb 16, 2024Updated 2 years ago
- ☆130Jul 20, 2022Updated 3 years ago
- PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.☆880Feb 8, 2026Updated 3 months ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆36Aug 2, 2022Updated 3 years ago
- ☆424Nov 14, 2025Updated 5 months ago
- ☆259Oct 14, 2021Updated 4 years 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.
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆88Aug 13, 2021Updated 4 years ago
- Physics-informed neural network for solving fluid dynamics problems☆277Jan 28, 2021Updated 5 years ago
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆82Aug 4, 2023Updated 2 years ago
- ☆535Apr 1, 2025Updated last year
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆195Apr 7, 2024Updated 2 years ago
- Physics-informed neural networks package☆347Jul 20, 2022Updated 3 years ago
- ☆1,095Apr 9, 2026Updated last month
- [NeurIPS 2024] Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆420Feb 11, 2026Updated 2 months ago
- Physics Informed Neural Network (PINN) for the wave equation.☆212Jul 16, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Implementing a physics-informed DeepONet from scratch☆61Jul 9, 2023Updated 2 years ago
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆109Apr 15, 2022Updated 4 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆175Aug 31, 2025Updated 8 months ago
- Physics-Informed Neural networks for Advanced modeling☆742Updated this week
- Physics-informed neural networks with hard constraints for inverse design☆156Nov 21, 2021Updated 4 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆36Jan 15, 2024Updated 2 years ago
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆781Apr 22, 2026Updated 2 weeks ago