kevinegan31 / ARGOSLinks
Repository outlining functions and tests for automatic regression of governing equations (ARGOS)
☆17Updated last year
Alternatives and similar repositories for ARGOS
Users that are interested in ARGOS are comparing it to the libraries listed below
Sorting:
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆13Updated 3 years ago
- ☆12Updated 3 years ago
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆12Updated 8 months ago
- ☆12Updated 9 months ago
- ☆11Updated 4 years ago
- ☆49Updated 2 years ago
- ☆21Updated 5 years ago
- Learning two-phase microstructure evolution using neural operators and autoencoder architectures☆25Updated last year
- Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used …☆34Updated 4 years ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Updated 5 years ago
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆36Updated 3 years ago
- A Python module that implements tools for the simulation and identification of random fields using the Karhunen-Loeve expansion represent…☆24Updated 9 years ago
- ☆15Updated 2 years ago
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆25Updated last year
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆45Updated 5 years ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆15Updated 4 years ago
- SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis☆12Updated 7 months ago
- ☆62Updated last year
- ☆11Updated 4 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Updated 5 years ago
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆26Updated last year
- ☆15Updated last month
- ☆30Updated 7 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆21Updated 2 years ago
- ☆23Updated last year
- ☆10Updated 2 years ago
- ☆16Updated last year
- ☆16Updated 2 years ago
- Generator of 2D gaussian random fields☆52Updated 3 years ago