Physics informed neural network for learning seepage flow models
☆21May 3, 2023Updated 3 years ago
Alternatives and similar repositories for seepagePINN
Users that are interested in seepagePINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Smoothed Particle Finite Element Method (SPFEM) has gained popularity as one of the effective numerical methods for modelling geotech…☆23May 26, 2025Updated last year
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- ☆15Dec 20, 2020Updated 5 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- Graph Convolutional Networks for Unstructured Flow Fields☆14Sep 5, 2022Updated 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.
- GEO 325M Introduction to Numerical Modeling☆13Apr 27, 2026Updated 3 months ago
- This is the implementation of a software architecture that I developed during my Ph.D. program.☆22Mar 4, 2021Updated 5 years ago
- Python tools for working with spherical harmonic coefficients from atmospheric, oceanic and land surface models☆16Updated this week
- Template repo for new OWP open source projects to start from.☆12Jan 16, 2025Updated last year
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆18Nov 1, 2022Updated 3 years ago
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- MPM-Geomechanics is a program that allows us to model the behavior of geo-materials, like soil and rock, when these materials are subject…☆37Aug 11, 2026Updated last week
- Prior Information based NEural neTwork (PiNet) is tailored for constitutive modelling and solving partial differential equations in soil …☆20Apr 13, 2026Updated 4 months ago
- ☆14Jun 12, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A simple CUDA accelerated material point method simulation.☆10Apr 27, 2020Updated 6 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
- The public repository about our joint FINN research project☆38Oct 28, 2022Updated 3 years ago
- Code and datasets for paper "Assessing Weighted Physics Informed Neural Networks in Ocean Modelling"☆12Dec 9, 2022Updated 3 years ago
- Rheology-informed Machine Learning Projects☆23Apr 8, 2024Updated 2 years ago
- XMI (BMI + extensions) python wrapper for hydrological kernels☆20Aug 10, 2026Updated last week
- 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
- This is a simple finite element 2D explicit code framework. It solves dynamic solid mechanics problems using parallel computing technique…☆13Nov 27, 2017Updated 8 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆27May 17, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆44Feb 1, 2023Updated 3 years ago
- An implementation of the algorithms described in Chukwudozie, C. (2016). Application of the Variational Fracture Model to Hydraulic Frac…☆11Jul 31, 2019Updated 7 years ago
- ☆12Jul 26, 2021Updated 5 years ago
- keras-regression-cnns☆11Dec 23, 2019Updated 6 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆26May 30, 2023Updated 3 years ago
- Stochastic Physics-Informed Neural Networks: A Moment-Matching Framework for Learning Hidden Physics within Stochastic Differential Equat…☆14Dec 21, 2021Updated 4 years ago
- DSWE on the GEE☆10Nov 4, 2020Updated 5 years ago
- Book in progress to illustrate Riemann solvers in Jupyter notebooks.☆20Apr 10, 2022Updated 4 years ago
- Near-real-time prompt assessment for regional EQIL is an open-source package providing a method to perform the near-real-time prompt asse…☆14Feb 9, 2021Updated 5 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.
- ☆19Oct 17, 2021Updated 4 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆28Sep 30, 2021Updated 4 years ago
- Mathematica codes for nonlocal elasticity (dual-horizon non-ordinary state-based peridynamics), including library functions and numerical…☆13Apr 9, 2022Updated 4 years ago
- Develop the time series recurrent neural network algorithms using LSTM and ARIMA in order 1) to forecast oil production of existing wells…☆12Apr 22, 2020Updated 6 years ago
- Physics-guided neural network framework for elastic plates☆51Mar 24, 2022Updated 4 years ago
- Discrete element method for unsaturated granular materials☆13Sep 22, 2015Updated 10 years ago
- GitHub repository for "Reconstructing partially observed nodal pressure with graph neural networks in waterdistribution systems" paper☆16Jan 19, 2022Updated 4 years ago