Playing around with Phyiscs-Informed Neural Networks
☆122Jul 8, 2025Updated last year
Alternatives and similar repositories for pinns
Users that are interested in pinns are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Dec 22, 2025Updated 7 months ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆297Oct 12, 2021Updated 4 years ago
- PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.☆938Feb 8, 2026Updated 6 months ago
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆25Jul 3, 2023Updated 3 years ago
- Basic implementation of physics-informed neural networks for solving differential equations☆100Dec 26, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Tensoflow 2 implementation of physics informed deep learning.☆27Sep 12, 2020Updated 5 years ago
- Investigating PINNs☆776Aug 13, 2021Updated 5 years ago
- Julia API to access data from the Instituto Nacional de Metereologia (INMET)☆17Jun 29, 2026Updated last month
- ☆14Apr 16, 2024Updated 2 years ago
- Tutorials for Physics-Informed Neural Networks☆147May 30, 2024Updated 2 years ago
- ☆105Oct 17, 2023Updated 2 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆570May 29, 2026Updated 2 months ago
- Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression☆11Jul 28, 2023Updated 3 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆379Jul 5, 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.
- Bridging OptiTrack (MoCap) pose measurements to PX4 through ROS 2☆14Oct 10, 2025Updated 10 months ago
- Hands-on tutorial for implementing Physics Informed Neural Networks in Pytorch☆69Apr 24, 2025Updated last year
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆185May 30, 2026Updated 2 months ago
- Knowledge-based learning of nonlinear dynamics and chaos☆17Feb 6, 2023Updated 3 years ago
- code_sample☆19Jul 17, 2023Updated 3 years ago
- Works about Cucker-Smale model and its extensions. =Keywords: ODE, Runge-Kutta methods, SDE, Euler-Maruyama method, NumPy, Matplotlib☆12Feb 14, 2024Updated 2 years ago
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆6,090Feb 11, 2026Updated 6 months ago
- Physics-informed neural networks package☆347Jul 20, 2022Updated 4 years ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆680May 31, 2026Updated 2 months ago
- 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.
- Implementation of PINNs in TensorFlow 2☆80Dec 12, 2025Updated 8 months ago
- PyTorch Implementation of Physics-informed Neural Networks☆719May 20, 2024Updated 2 years ago
- Dasslc is a solver for differential-algebraic equations inspired by DASSL. A python module for dasslc is provided.☆18Mar 7, 2024Updated 2 years ago
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆166May 23, 2024Updated 2 years ago
- ☆12Aug 4, 2025Updated last year
- ☆19Aug 29, 2022Updated 3 years ago
- Code for analyzing our published lithium-ion battery aging data. Includes data loading, outlier correction, feature extraction (capacity,…☆21Sep 24, 2024Updated last year
- Abstract- As yet, the efficiency optimization of the power electronic converters needs to rely on its circuit model, while an inaccurate …☆14Mar 2, 2023Updated 3 years ago
- ☆12Dec 4, 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.
- Physics-Informed Neural networks for Advanced modeling☆788Updated this week
- ☆10Jul 16, 2021Updated 5 years ago
- A python package for general relativity and tensor calculus☆55May 28, 2025Updated last year
- In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite …☆18Jul 6, 2024Updated 2 years ago
- Implementation of Pre-text invariant representation learning algorithm in pytorch☆11May 27, 2020Updated 6 years ago
- Data-guided physics-informed neural networks☆18Jul 16, 2024Updated 2 years ago
- This is an extended Kalman Filter implementation based on CasADi☆12Mar 18, 2018Updated 8 years ago