An automatic knowledge embedding framework for scientific machine learning
☆23May 15, 2022Updated 3 years ago
Alternatives and similar repositories for AutoKE
Users that are interested in AutoKE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the implementation of the PI-UNet for HSL-TFP☆28Feb 19, 2023Updated 3 years ago
- Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method☆65Jun 21, 2022Updated 3 years ago
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆41Dec 17, 2024Updated last year
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆27Sep 30, 2021Updated 4 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics☆13Mar 6, 2025Updated last year
- Reduced-Order Modeling of Fluid Flows with Transformers☆25May 30, 2023Updated 2 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆34Dec 4, 2023Updated 2 years ago
- ☆15Dec 9, 2024Updated last year
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆61Jan 25, 2022Updated 4 years ago
- Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning☆96Aug 17, 2023Updated 2 years ago
- Physics-guided neural network framework for elastic plates☆52Mar 24, 2022Updated 4 years ago
- Encoding physics to learn reaction-diffusion processes☆111Aug 28, 2023Updated 2 years ago
- Repository outlining functions and tests for automatic regression of governing equations (ARGOS)☆18Jan 11, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- The construction of TgNN surrogate☆15Dec 26, 2020Updated 5 years ago
- Boosting the training of physics informed neural networks with transfer learning☆27Jun 5, 2021Updated 4 years ago
- Implementation of Gibbs sampling for spike and slab priors☆19Mar 1, 2017Updated 9 years ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆91Jan 24, 2021Updated 5 years ago
- Deep learning framework for model reduction of dynamical systems☆21Dec 31, 2020Updated 5 years ago
- Reproduce the first two numerical experiments(Pytorch)☆26Jul 30, 2020Updated 5 years ago
- ☆64Mar 22, 2023Updated 3 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆50Jul 23, 2020Updated 5 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆169May 15, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆26Jan 9, 2025Updated last year
- Physics-informed learning of governing equations from scarce data☆169Jul 19, 2023Updated 2 years ago
- Official repository for Physics Informed Token Transformer (PITT)☆24Feb 24, 2024Updated 2 years ago
- ☆16Dec 13, 2022Updated 3 years ago
- A Surrogate Model with Data Augmentation and Deep Transfer Learning for Temperature Field Prediction of Heat Source Layout☆10Nov 25, 2020Updated 5 years ago
- collection with description of super-resolution related papers, repositories, datasets, loss functions and etc.☆11Dec 12, 2023Updated 2 years ago
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆17May 14, 2021Updated 4 years ago
- ☆26Jun 16, 2018Updated 7 years ago
- This repository contains the files used in the paper " Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations"☆20Mar 23, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆24Mar 30, 2026Updated last week
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆20Dec 8, 2023Updated 2 years ago
- Accompanyig code for "Training Physics-Informed Neural Networks: one learning to rule them all?"☆13Nov 15, 2022Updated 3 years ago
- ☆27Jan 12, 2022Updated 4 years ago
- The python code for "Analysis of Electrochemical Impedance Data: Use of Deep Neural Networks"☆12Apr 26, 2023Updated 2 years ago
- ☆12Mar 19, 2026Updated 3 weeks ago
- Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control☆56May 16, 2022Updated 3 years ago