Research/development of physics-informed neural networks for dynamic systems
☆34Nov 25, 2024Updated last year
Alternatives and similar repositories for structural-dynamics-pinns
Users that are interested in structural-dynamics-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:
- ☆13Jul 12, 2024Updated 2 years ago
- Physics-guided Deep Markov Models☆13May 24, 2022Updated 4 years ago
- ☆15Mar 30, 2023Updated 3 years ago
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 2023Updated 3 years ago
- ☆19Aug 13, 2024Updated 2 years ago
- 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 Sparse Identification of Nonlinear Dynamics☆14Jan 3, 2025Updated last year
- ☆16Nov 10, 2021Updated 4 years ago
- MATLAB and Python codes for the ID-DMD paper☆16May 8, 2025Updated last year
- Physics-informed deep learning for structural dynamics under moving load☆23Oct 4, 2024Updated 2 years ago
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆15Sep 15, 2021Updated 5 years ago
- Competitive Physics Informed Networks☆31Sep 21, 2024Updated 2 years ago
- Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law☆21Feb 13, 2026Updated 8 months ago
- ☆11May 15, 2025Updated last year
- Code repository for a shear frame with Bouc-Wen hysteretic links as a multi-degree of freedom nonlinear response simulator☆17May 27, 2026Updated 5 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.
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated 2 years ago
- ☆29Oct 15, 2020Updated 6 years ago
- In this repository we give some basic intuitions of PINNS and how to implement it for heat equation.☆22Mar 27, 2025Updated last year
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆24Nov 8, 2022Updated 3 years ago
- This repo shows a digital model of a robot in simulink, and show how to use it to train an AI model for fault diagnosis.☆24Dec 2, 2025Updated 10 months ago
- PINN Research Benchmark☆15Mar 30, 2026Updated 6 months ago
- Bayesian optimized physics-informed neural network for parameter estimation☆33Nov 20, 2024Updated last year
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Jun 27, 2022Updated 4 years ago
- ☆14Feb 14, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Simulating heat propagation using Physics-informed Neural Network☆19Feb 2, 2025Updated last year
- ☆16Mar 3, 2023Updated 3 years ago
- ☆15May 11, 2024Updated 2 years ago
- STONEHENGE is an ensemble of open source Matlab and C++ codes for nonlinear dynamic analysis of vibration energy harvesting systems.☆22Apr 7, 2026Updated 6 months ago
- ☆13Apr 18, 2023Updated 3 years ago
- Official implementation of *A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs*☆20Mar 4, 2023Updated 3 years ago
- Repository outlining functions and tests for automatic regression of governing equations (ARGOS)☆19Jan 11, 2024Updated 2 years ago
- [Re] Next Generation Reservoir Computing☆11Dec 12, 2022Updated 3 years ago
- Physics-Informed Neural Networks Trained with Particle Swarm Optimization☆29Sep 20, 2022Updated 4 years ago
- 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.
- ☆47Nov 27, 2023Updated 2 years ago
- SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis☆12Apr 24, 2025Updated last year
- This is the code of my master thesis.☆225Feb 7, 2026Updated 8 months ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization☆16Jun 13, 2022Updated 4 years ago
- dynamic analysis of structural vibrations.☆23Oct 13, 2026Updated 2 weeks ago
- A finite element blade structural dynamics module☆13Mar 25, 2017Updated 9 years ago