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…☆21May 26, 2025Updated last year
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- ☆15Dec 20, 2020Updated 5 years ago
- Graph Convolutional Networks for Unstructured Flow Fields☆14Sep 5, 2022Updated 3 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 is the implementation of a software architecture that I developed during my Ph.D. program.☆22Mar 4, 2021Updated 5 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
- Python tools for working with spherical harmonic coefficients from atmospheric, oceanic and land surface models☆16Mar 20, 2026Updated 3 months ago
- Template repo for new OWP open source projects to start from.☆12Jan 16, 2025Updated last year
- 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…☆36Updated this week
- GEO 325M Introduction to Numerical Modeling☆13Apr 27, 2026Updated 2 months ago
- A simple CUDA accelerated material point method simulation.☆10Apr 27, 2020Updated 6 years ago
- The public repository about our joint FINN research project☆38Oct 28, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- ☆14Jun 12, 2026Updated 3 weeks ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆26May 17, 2023Updated 3 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
- Rheology-informed Machine Learning Projects☆24Apr 8, 2024Updated 2 years ago
- This is a simple finite element 2D explicit code framework. It solves dynamic solid mechanics problems using parallel computing technique…☆12Nov 27, 2017Updated 8 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆26May 30, 2023Updated 3 years ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆20Sep 6, 2023Updated 2 years ago
- ☆12Jul 26, 2021Updated 4 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.
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆28Sep 30, 2021Updated 4 years ago
- DSWE on the GEE☆10Nov 4, 2020Updated 5 years ago
- 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
- 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
- Stochastic Physics-Informed Neural Networks: A Moment-Matching Framework for Learning Hidden Physics within Stochastic Differential Equat…☆14Dec 21, 2021Updated 4 years ago
- ☆13Jan 16, 2023Updated 3 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 5 years ago
- Physics-guided neural network framework for elastic plates☆52Mar 24, 2022Updated 4 years ago
- my slides, notes, and codes on numerical glacier and ice sheet modeling, for the International Summer School in Glaciology, McCarthy, AK☆21Jun 15, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Physics-informed neural networks for the Richardson-Richards equation☆32Sep 17, 2020Updated 5 years ago
- ☆19Oct 17, 2021Updated 4 years ago
- keras-regression-cnns☆11Dec 23, 2019Updated 6 years ago
- ☆12Dec 3, 2024Updated last year
- Finite element structural analysis using GPU+CUDA☆20Aug 19, 2024Updated last year
- Using deep reinforcement learning for refining meshes in computational fluid dynamics☆31Aug 7, 2023Updated 2 years ago
- 1D and 2D Reservoir simulators for single-phase, two-phase flow in porous media with wells and gravity.☆22May 25, 2022Updated 4 years ago