Research/development of physics-informed neural networks for dynamic systems
☆33Nov 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
- Competitive Physics Informed Networks☆31Sep 21, 2024Updated last year
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated 2 years ago
- Code repository for a shear frame with Bouc-Wen hysteretic links as a multi-degree of freedom nonlinear response simulator☆17May 27, 2026Updated last month
- 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.
- Physics Informed Sparse Identification of Nonlinear Dynamics☆13Jan 3, 2025Updated last year
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 2023Updated 2 years ago
- ☆14Feb 14, 2024Updated 2 years ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Jun 27, 2022Updated 4 years ago
- Physics-informed deep learning for structural dynamics under moving load☆22Oct 4, 2024Updated last year
- Repository outlining functions and tests for automatic regression of governing equations (ARGOS)☆19Jan 11, 2024Updated 2 years ago
- ☆16Mar 3, 2023Updated 3 years ago
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization☆16Jun 13, 2022Updated 4 years ago
- ☆12Apr 18, 2023Updated 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.
- Official Implement for Paper "Neural Krylov Iteration for Accelerating Linear System Solving"☆16May 6, 2025Updated last year
- SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis☆12Apr 24, 2025Updated last year
- ☆27Oct 15, 2020Updated 5 years ago
- [Re] Next Generation Reservoir Computing☆11Dec 12, 2022Updated 3 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 2 months ago
- ☆34Dec 8, 2022Updated 3 years ago
- MATLAB codes for the book (in Farsi) " Structural Dynamics and Vibration Control"☆31Mar 7, 2023Updated 3 years ago
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆26Jun 7, 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 Neural Network (PINN) for a projectile motion.☆14Jul 16, 2020Updated 6 years ago
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆68Apr 25, 2025Updated last year
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- A repo to learn and curate PINN☆36May 10, 2024Updated 2 years ago
- Dynamic mode decomposition with dependent structure among observables (Graph DMD)☆13Dec 17, 2019Updated 6 years ago
- Official implementation of *A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs*☆20Mar 4, 2023Updated 3 years ago
- MATLAB and Python codes for the ID-DMD paper☆16May 8, 2025Updated last year
- ☆10Jul 16, 2021Updated 5 years ago
- ☆15May 11, 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.
- Estimating largest Lyapunov exponent of time series data using the method of Wolf et al.☆10Jun 21, 2023Updated 3 years ago
- Deep Learning of Vortex Induced Vibrations☆102Feb 21, 2020Updated 6 years ago
- Phase-Based Video Motion Magnification for identification of vibration modes from video measurements.☆12Jun 6, 2021Updated 5 years ago
- Using deep learning techniques like 1D and 2D CNNs, LSTM to detect damage in a structure with hinges/joints after an earthquake.☆16May 7, 2021Updated 5 years ago
- ☆24Mar 3, 2023Updated 3 years ago
- Basic implementation of physics-informed neural network with pytorch.☆100Sep 26, 2022Updated 3 years ago
- Boosting the training of physics informed neural networks with transfer learning☆27Jun 5, 2021Updated 5 years ago