bstollnitz / sindyView external linksLinks
This project discovers equations from data using SINDy (sparse identification on nonlinear dynamics).
☆11Mar 22, 2022Updated 3 years ago
Alternatives and similar repositories for sindy
Users that are interested in sindy are comparing it to the libraries listed below
Sorting:
- ☆12Aug 22, 2025Updated 5 months ago
- ☆45Aug 31, 2021Updated 4 years ago
- ☆27Jan 12, 2022Updated 4 years ago
- Piezo-Control☆18Nov 4, 2016Updated 9 years ago
- ☆30Mar 18, 2020Updated 5 years ago
- ☆16Nov 2, 2025Updated 3 months ago
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- ☆17Apr 18, 2024Updated last year
- Physics Informed Sparse Identification of Nonlinear Dynamics☆12Jan 3, 2025Updated last year
- 自己制作的滞回曲线处理程序☆12Apr 21, 2023Updated 2 years ago
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 3 years ago
- Scrapper Class untuk mutasi bank☆10Sep 8, 2020Updated 5 years ago
- Neural Operators with Applications to the Helmholtz Equation☆11Sep 19, 2024Updated last year
- ☆14Nov 10, 2021Updated 4 years ago
- ☆11Jan 7, 2025Updated last year
- 深度学习之神经网络核心原理与算法-课程学习相关代码☆12Aug 18, 2018Updated 7 years ago
- This repository consists of two-step training DeepONet code.☆14May 22, 2024Updated last year
- ☆11Mar 31, 2021Updated 4 years ago
- Generalized sparse regression for continuous and discrete data☆12Dec 12, 2025Updated 2 months ago
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 2023Updated 2 years ago
- 🧩 Force Overleaf editor and preview to display top-bottom instead of side-by-side. 强制Overleaf编辑区和预览区纵向显示插件☆18Jan 28, 2026Updated 2 weeks ago
- This repository is a guided tutorial on Pseudo-Spectral method that in long run can help as a basis for study material on Direct Numerica…☆12Sep 23, 2021Updated 4 years ago
- KTH-FlowAI / Towards-extraction-of-orthogonal-and-parsimonious-non-linear-modes-from-turbulent-flows☆11Apr 5, 2023Updated 2 years ago
- Source code for the paper "Sample-efficient inverse design of freeform nanophotonic devices with physics-informed reinforcement learning"☆12Apr 12, 2024Updated last year
- ☆10Mar 8, 2023Updated 2 years ago
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆14Dec 24, 2025Updated last month
- Official Code for ICML 2024 paper "TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision"☆18Nov 18, 2024Updated last year
- Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression☆11Jul 28, 2023Updated 2 years ago
- MATLAB implementation of Sparsity-promoting Least Mean Square (SLMS) and Normalized Least Mean Square (SNLMS) adaptive filters for system…☆11Oct 3, 2020Updated 5 years ago
- Physics-Informed deep LSTM architecture to forecast Lorenz and MFE fluid systems☆13May 18, 2020Updated 5 years ago
- ☆12Jan 29, 2025Updated last year
- Here you can find the code for the paper "Training robust neural networks using Lipschitz bounds"☆10Sep 20, 2020Updated 5 years ago
- Use of Turbulence Model (Spalart-Allmaras) with PINNs for mean flow reconstruction☆12Mar 13, 2024Updated last year
- This repository contains the source code for the research presented in the paper "Exploring hidden flow structures from sparse data throu…☆12Dec 4, 2023Updated 2 years ago
- ☆10Mar 18, 2023Updated 2 years ago
- ☆12Dec 13, 2024Updated last year
- Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics☆12Mar 6, 2025Updated 11 months ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year