Physics-informed neural networks for the Richardson-Richards equation
☆30Sep 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
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 3 months ago
- A collection of implementations functions implementing variants of the triple collocation method☆11Nov 19, 2014Updated 11 years ago
- ☆13Nov 28, 2025Updated 3 months ago
- Repository to host the Phydrus optimised Fortran code for the Hydrus-1D Model☆13Sep 22, 2021Updated 4 years ago
- Richards' Equation model☆26Jun 6, 2018Updated 7 years ago
- Python implementation of the HYDRUS-1D unsaturated zone model☆101Feb 26, 2026Updated last week
- 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
- Physics informed neural network for learning seepage flow models☆20May 3, 2023Updated 2 years ago
- Rheology-informed Machine Learning Projects☆23Apr 8, 2024Updated last year
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆23Oct 3, 2022Updated 3 years ago
- An automatic knowledge embedding framework for scientific machine learning☆23May 15, 2022Updated 3 years ago
- pyPCGA: fast and scalable inverse modeling approach☆27Sep 29, 2025Updated 5 months ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆25May 30, 2023Updated 2 years ago
- Thermodynamics-based Artificial Neural Networks☆32Apr 5, 2023Updated 2 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆34Dec 4, 2023Updated 2 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆27Sep 30, 2021Updated 4 years ago
- ☆21May 9, 2018Updated 7 years ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- 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 4 months ago
- Using deep reinforcement learning for refining meshes in computational fluid dynamics☆30Aug 7, 2023Updated 2 years ago
- Code used in the 2023 Alert Geomaterials doctoral school on Machine in Geomechanics☆13Oct 2, 2023Updated 2 years ago
- ☆231Feb 4, 2026Updated last month
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Implementation of the Rosetta pedotransfer function model for predicting unsaturated soil hydraulic parameters.☆39Mar 2, 2026Updated last week
- Physics-informed learning of governing equations from scarce data☆167Jul 19, 2023Updated 2 years ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆92Jan 24, 2021Updated 5 years ago
- keras-regression-cnns☆11Dec 23, 2019Updated 6 years ago
- Deep residual networks for dimensionality reduction and surrogate modeling in high-dimensional inverse problems☆10Mar 20, 2021Updated 4 years ago
- Mohr Coulomb Model☆15Aug 17, 2021Updated 4 years ago
- Prior Information based NEural neTwork (PiNet) is tailored for constitutive modelling and solving partial differential equations in soil …☆15Nov 4, 2025Updated 4 months ago
- Qi ZHANG's simulation code (very preliminary and there are a lot of aspects to improve)☆15Jan 23, 2026Updated last month
- 水文水资源（Hydrology and Water Resources）方面使用python最基础教程☆44Jul 25, 2022Updated 3 years ago
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆54May 30, 2023Updated 2 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆11May 11, 2025Updated 9 months ago
- ☆11Jul 21, 2023Updated 2 years ago
- A tool for reading, displaying and saving data from the NanoVNA☆11Jan 17, 2020Updated 6 years ago
- Diffusion Model（DDPM）来生成MNIST数字☆13Jul 29, 2023Updated 2 years ago