Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling
☆118Sep 5, 2021Updated 4 years ago
Alternatives and similar repositories for PGNN
Users that are interested in PGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A pytorch implementation of the paper "Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling"☆15Mar 30, 2019Updated 7 years ago
- Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling☆24Oct 17, 2019Updated 6 years ago
- MATLAB toolbox for training and validating PGNN-based feedforward controllers.☆14Apr 13, 2023Updated 3 years ago
- physics-guided neural networks (phygnn)☆102Apr 3, 2026Updated 2 weeks ago
- ☆19Feb 3, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An official 're'-implementation of Physics-induced graph neural network: An application to wind-farm power estimation (PGNN).☆29Jul 27, 2021Updated 4 years ago
- Physics-guided Convolutional Neural Network☆72Oct 24, 2020Updated 5 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆13Jan 26, 2022Updated 4 years ago
- Code for implementing Extended Triple Collocation (ETC)☆11Feb 9, 2016Updated 10 years ago
- The relevant codes and more comparison results of "Physics-informed deep learning for tool wear monitoring".☆16Dec 21, 2021Updated 4 years ago
- Theory-guided deep-learning load forecasting is a short-term load forecasting model that combines domain knowledge and machine learning a…☆35Mar 16, 2022Updated 4 years ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆23Oct 3, 2022Updated 3 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆23Nov 8, 2022Updated 3 years ago
- Code for neural network parameterization project☆19Nov 6, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆20Nov 11, 2021Updated 4 years ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 4 years ago
- ☆34Oct 28, 2024Updated last year
- Calculate black-sky, white-sky, and actual albedo from MODIS MCD43A1 BRDF parameters product with custom solar zenith angle and solar opt…☆16Dec 19, 2018Updated 7 years ago
- ☆23Mar 28, 2023Updated 3 years ago
- some methods about automated thermography defects detection☆21Nov 16, 2023Updated 2 years ago
- Code for Rice et al. 2020 "Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forcea…☆37Sep 9, 2025Updated 7 months ago
- A Python wrapper for alvaDesc software☆10Oct 15, 2024Updated last year
- A condition monitoring system for gas turbine, including refenrece value, anomaly detection, and fault diagnosis.☆35Oct 11, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆65Aug 30, 2021Updated 4 years ago
- ☆10Jul 26, 2024Updated last year
- Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method☆65Jun 21, 2022Updated 3 years ago
- Machine learning emulators for microphysical processes.☆14May 5, 2025Updated 11 months ago
- ☆23Sep 10, 2020Updated 5 years ago
- 基于LabVIEW，可由故障齿轮箱振动信号生成时域图、频谱图、倒频谱图和包络谱图☆16Jun 25, 2020Updated 5 years ago
- Efficient Matlab Implementation of Adaptive Mesh Coarsening in 2D☆13Sep 14, 2020Updated 5 years ago
- Dynamic obstacle avoidance using MPC☆10Jun 23, 2021Updated 4 years ago
- Sample Code Sinppets for Abaqus and Machine Learning Projects☆14Feb 21, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆5,758Feb 11, 2026Updated 2 months ago
- Introduction to Machine Learning in R☆23May 7, 2021Updated 4 years ago
- Solver for kinematic wave and Saint-Venant equations - Staggered scheme☆15Jan 29, 2017Updated 9 years ago
- Physics-informed neural networks for the Richardson-Richards equation☆31Sep 17, 2020Updated 5 years ago
- An interface for managing SWATPlus input and output files to aid in implementing, and visualizing the impact of land use changes on catch…☆12Nov 16, 2022Updated 3 years ago
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆14May 14, 2024Updated last year
- ☆12Jul 17, 2023Updated 2 years ago