☆55Mar 7, 2023Updated 3 years ago
Alternatives and similar repositories for LaSDI
Users that are interested in LaSDI are comparing it to the libraries listed below
Sorting:
- ☆30Feb 17, 2024Updated 2 years ago
- Python interface for libROM, library for reduced order models☆63Aug 26, 2025Updated 6 months ago
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆38Feb 14, 2026Updated 3 weeks ago
- ☆16Feb 25, 2026Updated last week
- ☆18Jul 29, 2024Updated last year
- ☆13Apr 5, 2024Updated last year
- Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods☆228Dec 3, 2025Updated 3 months ago
- Tokamak plasma operation control through multi-objective reinforcement learning in KSTAR☆26Mar 7, 2025Updated last year
- ☆11Mar 31, 2024Updated last year
- ☆11Jan 7, 2025Updated last year
- ☆12Jan 29, 2025Updated last year
- Official codebase for our NeurIPS paper, Symmetry-Informed Governing Equation Discovery.☆11Nov 13, 2024Updated last year
- ☆13Feb 14, 2024Updated 2 years ago
- Experiment with Neural ODE on Pytorch☆14Aug 9, 2019Updated 6 years ago
- Benchmark for learning stiff problems using physics-informed machine learning☆12Dec 15, 2021Updated 4 years ago
- ☆30Jan 20, 2026Updated last month
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆15Oct 12, 2022Updated 3 years ago
- An effective algorithm for training a quadratic network☆13Jun 3, 2022Updated 3 years ago
- ☆16Jan 13, 2026Updated last month
- ☆13Oct 24, 2021Updated 4 years ago
- ☆12Aug 22, 2025Updated 6 months ago
- [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆21Oct 21, 2024Updated last year
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆21Mar 25, 2023Updated 2 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆80Jan 15, 2026Updated last month
- FastVPINNs - A tensor-driven acceleration of VPINNs for complex geometries☆47Feb 2, 2025Updated last year
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆23May 9, 2021Updated 4 years ago
- Reaction diffusion system prediction based on convolutional neural network☆17Sep 28, 2022Updated 3 years ago
- EnKF for Lorenz 96 model☆21Jan 2, 2024Updated 2 years ago
- Sparse Physics-based and Interpretable Neural Networks☆53Sep 30, 2021Updated 4 years ago
- High-order Lagrangian Hydrodynamics Miniapp☆201Updated this week
- Hankel Alternative View of Koopman (HAVOK) Analysis in R☆21Jun 25, 2023Updated 2 years ago
- ☆46Feb 13, 2026Updated 3 weeks ago
- ☆29Feb 18, 2026Updated 2 weeks ago
- ☆29Mar 14, 2025Updated 11 months ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆59Jan 9, 2025Updated last year
- ☆30Oct 6, 2022Updated 3 years ago
- Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.☆69Updated this week
- ☆30Jun 7, 2018Updated 7 years ago