Physics-informed neural networks for the Richardson-Richards equation
☆31Sep 17, 2020Updated 5 years ago
Alternatives and similar repositories for PINNs_RRE
Users that are interested in PINNs_RRE 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 1D Richards Equation solver written in python☆22Dec 19, 2019Updated 6 years ago
- A simple, efficient, mass conservative approach to solving Richards’ Equation☆25Nov 16, 2025Updated 5 months ago
- ☆13Nov 28, 2025Updated 4 months ago
- Repository to host the Phydrus optimised Fortran code for the Hydrus-1D Model☆15Sep 22, 2021Updated 4 years ago
- Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"☆33Aug 25, 2021Updated 4 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.
- A collection of implementations functions implementing variants of the triple collocation method☆11Nov 19, 2014Updated 11 years ago
- A hands-on guide to scientific programming and reproducible research with python for environmental scientists☆10Jan 21, 2022Updated 4 years ago
- Graph Convolutional Networks for Unstructured Flow Fields☆14Sep 5, 2022Updated 3 years ago
- Implementation of the Rosetta pedotransfer function model for predicting unsaturated soil hydraulic parameters.☆40Mar 9, 2026Updated last month
- An automatic knowledge embedding framework for scientific machine learning☆23May 15, 2022Updated 3 years ago
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆17Nov 1, 2022Updated 3 years ago
- ☆15Dec 20, 2020Updated 5 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
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- The Excel tool includes implementations of the Tiers 3 and 4 models (PFAS-LEACH-Analytical and PFAS-LEACH-DAF) of PFAS-LEACH.☆13Oct 21, 2025Updated 5 months ago
- A tool for reading, displaying and saving data from the NanoVNA☆11Jan 17, 2020Updated 6 years ago
- Physics informed neural network for learning seepage flow models☆20May 3, 2023Updated 2 years ago
- ☆12Nov 10, 2025Updated 5 months ago
- pyPCGA: fast and scalable inverse modeling approach☆27Mar 18, 2026Updated last month
- DAYCENT coupled with 1-D HYDRUS☆12May 14, 2018Updated 7 years ago
- Rheology-informed Machine Learning Projects☆23Apr 8, 2024Updated 2 years ago
- Text Analysis with Python☆12Updated this week
- ☆21May 9, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆27Sep 30, 2021Updated 4 years ago
- quasi-open-source introductory book about machine learning, emphasis on geometry and modern concepts☆18Jun 28, 2023Updated 2 years ago
- ☆232Feb 4, 2026Updated 2 months ago
- Polynomials for ML: fast evaluation, batching, differentiation☆14Dec 29, 2025Updated 3 months ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆34Dec 4, 2023Updated 2 years ago
- Parallel Programming in Python☆11Updated this week
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆50Jul 23, 2020Updated 5 years ago
- Deep residual networks for dimensionality reduction and surrogate modeling in high-dimensional inverse problems☆10Mar 20, 2021Updated 5 years ago
- source code for my "Surface prediction for a single image of urban scenes" publication☆10May 12, 2015Updated 10 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.
- Using deep reinforcement learning for refining meshes in computational fluid dynamics☆30Aug 7, 2023Updated 2 years ago
- keras-regression-cnns☆11Dec 23, 2019Updated 6 years ago
- Repository for Discussions and Materials about The Carpentries Workbench☆20Updated this week
- ☆254Oct 14, 2021Updated 4 years ago
- SUEWS that speaks Python☆13Feb 18, 2023Updated 3 years ago
- Respository with examples on how to use the JASMIN high-performance object storage☆15Oct 2, 2025Updated 6 months ago
- Thermodynamics-based Artificial Neural Networks☆33Apr 5, 2023Updated 3 years ago