mariodeflorio / AI-LorenzView external linksLinks
☆35Jan 5, 2024Updated 2 years ago
Alternatives and similar repositories for AI-Lorenz
Users that are interested in AI-Lorenz are comparing it to the libraries listed below
Sorting:
- ☆16Updated this week
- ☆10Mar 18, 2023Updated 2 years ago
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Oct 10, 2025Updated 4 months ago
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆67Apr 25, 2025Updated 9 months ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆13Apr 9, 2024Updated last year
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Jan 15, 2024Updated 2 years ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆39Nov 2, 2024Updated last year
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆36Oct 17, 2024Updated last year
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆14Dec 24, 2025Updated last month
- ☆14Nov 10, 2021Updated 4 years ago
- ☆10Mar 8, 2023Updated 2 years ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Apr 8, 2020Updated 5 years ago
- ☆10Mar 31, 2021Updated 4 years ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- ☆12Jan 29, 2025Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆77Apr 24, 2025Updated 9 months ago
- ☆26Jul 7, 2022Updated 3 years ago
- ☆69Aug 15, 2024Updated last year
- ☆31Sep 13, 2025Updated 5 months ago
- General toolbox for 4D Particle Tracking Velocimetry. Allows you to track in space and time hundreds or a few thousand of lagrangian trac…☆12Apr 29, 2025Updated 9 months ago
- Resources for UPT tutorials☆15Apr 7, 2025Updated 10 months ago
- ☆56May 13, 2025Updated 9 months ago
- ☆30Oct 6, 2022Updated 3 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Jun 25, 2020Updated 5 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Mar 10, 2025Updated 11 months ago
- PharML is a framework for predicting compound affinity for protein structures. It utilizes a novel Molecular-Highway Graph Neural Network…☆13May 8, 2020Updated 5 years ago
- Repository for xL-SINDy, a robust algorithm to extract Lagrangian of nonlinear dynamical systems from noisy measurement data.☆11Aug 8, 2022Updated 3 years ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- Active learning of extreme events using deep neural operators.☆17Nov 10, 2022Updated 3 years ago
- ☆13Apr 5, 2024Updated last year
- ☆13Dec 5, 2022Updated 3 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Aug 19, 2017Updated 8 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Apr 10, 2021Updated 4 years ago
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆14Aug 24, 2024Updated last year
- ☆200Apr 3, 2025Updated 10 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆20Jun 20, 2024Updated last year
- ☆14Jan 22, 2022Updated 4 years ago
- ☆17Aug 13, 2024Updated last year
- Practicum on Supervised Learning in Function Spaces☆35Feb 17, 2022Updated 4 years ago