A pytorch implementation of the paper "Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling"
☆15Mar 30, 2019Updated 7 years ago
Alternatives and similar repositories for PGNN.pytorch
Users that are interested in PGNN.pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling☆117Sep 5, 2021Updated 4 years ago
- ☆19Feb 3, 2022Updated 4 years ago
- MATLAB toolbox for training and validating PGNN-based feedforward controllers.☆14Apr 13, 2023Updated 3 years ago
- Pytorch code for learning an underlying PDE from given data.☆15Nov 24, 2021Updated 4 years ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated last year
- An official 're'-implementation of Physics-induced graph neural network: An application to wind-farm power estimation (PGNN).☆29Jul 27, 2021Updated 5 years ago
- Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication☆18Jan 9, 2022Updated 4 years ago
- Efficient Matlab Implementation of Adaptive Mesh Coarsening in 2D☆14Sep 14, 2020Updated 5 years ago
- Dynamic obstacle avoidance using MPC☆10Jun 23, 2021Updated 5 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆15Mar 10, 2025Updated last year
- Sample Code Sinppets for Abaqus and Machine Learning Projects☆13Feb 21, 2023Updated 3 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆24Nov 8, 2022Updated 3 years ago
- ☆67Nov 30, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆14May 14, 2024Updated 2 years ago
- MATLAB utility functions for the McSCert Simulink tool suite☆17Jul 28, 2022Updated 4 years ago
- Python3 Toolkit for ML-assisted inference, optimization and parameter exploration.☆16May 15, 2023Updated 3 years ago
- Robot payload estimation, based on: C. G. Atkeson, C. H. An, and J. M. Hollerbach, “Estimation of Inertial Parameters of Manipulator Load…☆14Apr 13, 2022Updated 4 years ago
- Simulation of a SDOF Bouc-Wen-Baber-Noori hysteretic system☆14Sep 15, 2021Updated 4 years ago
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- This repository contants INP files and subroutine codes which are unified elasto-viscoplastic constitutive model for 316 stainless steel …☆21Jul 31, 2023Updated 3 years ago
- Support for modular development with Simulink models☆15Jan 18, 2022Updated 4 years ago
- A umat descripts viscoelastic characteristic of material for abaqus. This umat aimed at reproducing the viscoelastic simulation of abaqus…☆24Jun 6, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This directory simulates UUV dynamics and control purely in the Matlab programming language.☆21Nov 10, 2017Updated 8 years ago
- Strain gradient plasticity code for Abaqus☆19Jul 27, 2022Updated 4 years ago
- Matlab implementation of the "MIMO PID tuning via iterated LMI restiction" by Boyd, Hast, and Astrom☆16May 19, 2020Updated 6 years ago
- 整理35篇期刊所使用的benchmark function(2007-2021)，並且統計各benchmark function的出現次數☆19Nov 4, 2021Updated 4 years ago
- ☆15Jul 6, 2023Updated 3 years ago
- The realisations and examples of algorithms from FEDOT framework☆12May 27, 2021Updated 5 years ago
- ETH Model Predictive Control Course☆18May 13, 2020Updated 6 years ago
- ☆26Jul 17, 2022Updated 4 years ago
- Matlab command-line functions for supporting Simulink model comparison☆15Apr 3, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆19Oct 27, 2020Updated 5 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆19Mar 11, 2020Updated 6 years ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆15Nov 8, 2021Updated 4 years ago
- ☆18Mar 16, 2022Updated 4 years ago
- ☆10Oct 1, 2019Updated 6 years ago
- Thompson Sampling for Bandits using UCB policy☆10Jul 29, 2017Updated 9 years ago
- The dynamics and control of a 3DOF robotic arm is presented. The robotic arm has 3 degrees of freedom and the Denavit-Hartenberg(DH) conv…☆16Dec 28, 2021Updated 4 years ago