Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"
☆27Jun 25, 2020Updated 5 years ago
Alternatives and similar repositories for discovery-of-physics-from-data
Users that are interested in discovery-of-physics-from-data are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Mar 31, 2021Updated 5 years ago
- ☆20Jun 22, 2022Updated 3 years ago
- Modeling time series using TensorFlow, scikit-learn, SINDy, SARIMA☆16May 25, 2022Updated 4 years ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆12Apr 9, 2024Updated 2 years ago
- Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In…☆57Nov 19, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.☆22Dec 22, 2023Updated 2 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆25May 9, 2021Updated 5 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 5 years ago
- ☆28Oct 26, 2022Updated 3 years ago
- ☆26Dec 21, 2023Updated 2 years ago
- ☆21Sep 28, 2020Updated 5 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆21Mar 25, 2023Updated 3 years ago
- Symbolic physics learner: Discovering governing equations via Monte Carlo tree search☆30Jun 17, 2023Updated 2 years ago
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆22Nov 15, 2025Updated 6 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Aug 19, 2017Updated 8 years ago
- ☆29Jun 7, 2018Updated 7 years ago
- ☆13Mar 11, 2025Updated last year
- ☆30Aug 11, 2022Updated 3 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆38Jul 5, 2021Updated 4 years ago
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆42Apr 14, 2021Updated 5 years ago
- ☆10Mar 31, 2021Updated 5 years ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Apr 8, 2020Updated 6 years ago
- Implementation of Gibbs sampling for spike and slab priors☆19Mar 1, 2017Updated 9 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Sep 3, 2024Updated last year
- KTH-FlowAI / Towards-extraction-of-orthogonal-and-parsimonious-non-linear-modes-from-turbulent-flows☆12Apr 5, 2023Updated 3 years ago
- ☆16Nov 20, 2023Updated 2 years ago
- [ICML 2022] Learning to Estimate and Refine Fluid Motion with Physical Dynamics☆23Sep 25, 2022Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆59May 20, 2022Updated 4 years ago
- Solving Optimization Problems with JAX, code and PDF☆17May 30, 2020Updated 6 years ago
- ☆19Oct 23, 2020Updated 5 years ago
- Repository outlining functions and tests for automatic regression of governing equations (ARGOS)☆19Jan 11, 2024Updated 2 years ago
- Physics-informed deep learning for structural dynamics under moving load☆21Oct 4, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆35Jan 5, 2024Updated 2 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- ☆27Jun 12, 2025Updated 11 months ago
- ☆33Oct 6, 2022Updated 3 years ago
- Gossip Glomers solution https://fly.io/dist-sys/☆12Sep 12, 2024Updated last year
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Apr 10, 2021Updated 5 years ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago