☆34May 9, 2025Updated last year
Alternatives and similar repositories for Deep-FEM
Users that are interested in Deep-FEM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- ☆21Feb 11, 2025Updated last year
- Physics-guided neural network framework for elastic plates☆51Mar 24, 2022Updated 4 years ago
- ☆17Jun 7, 2025Updated last year
- ☆22Apr 21, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- For the paper 'A novel isogeometric coupling approach for assembled thin-walled structures', here is the core code and implementation tha…☆15Aug 9, 2024Updated 2 years ago
- ☆14Aug 22, 2025Updated last year
- Physics-Informed Neural Network☆12Mar 28, 2025Updated last year
- Physics-informed radial basis network☆43May 20, 2024Updated 2 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆16Aug 21, 2023Updated 3 years ago
- Ensembe PINN for improved inverse modeling☆11Apr 26, 2023Updated 3 years ago
- PINNs with irreversible constraints.☆19Jun 10, 2026Updated 5 months ago
- 2D 3T PINNs for solving 2-D 3-T heat conduction equations☆12Mar 17, 2025Updated last year
- Code for "Learning a neural solver for Parametric PDE to Enhance Physics-Informed Methods", poster at ICLR 2025.☆12Oct 10, 2025Updated last year
- 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.
- ☆11Aug 13, 2024Updated 2 years ago
- Density-based topology optimization via the deep energy method☆24Nov 1, 2022Updated 4 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆50Aug 17, 2024Updated 2 years ago
- ☆19Aug 13, 2024Updated 2 years ago
- Modified Meshgraphnets with more features☆64Oct 26, 2026Updated 2 weeks ago
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆19Jul 28, 2022Updated 4 years ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆38Apr 15, 2023Updated 3 years ago
- ☆13Mar 1, 2026Updated 8 months ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆46Mar 29, 2021Updated 5 years 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.
- The latest release of FracTool to be used as a plug-in for ABAQUS CAE to calculate the failure energy and force of a fracture plane throu…☆11Jun 8, 2020Updated 6 years ago
- Neural-operator element method☆73May 9, 2026Updated 6 months ago
- Implementation of the Deep Ritz method and the Deep Galerkin method☆65Jun 4, 2020Updated 6 years ago
- In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite …☆19Jul 6, 2024Updated 2 years ago
- A basic example of using physics informed machine learning for enhanced structural dynamics modeling☆10Jul 7, 2023Updated 3 years ago
- ☆44Jun 18, 2023Updated 3 years ago
- Physics-Informed Neural Network☆94May 10, 2024Updated 2 years ago
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated 9 months ago
- Implementations and continuation of some standard computational fluid dynamics problems using the finite volume method☆11Oct 11, 2026Updated 3 weeks 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.
- ☆20Jul 9, 2025Updated last year
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆22Jun 28, 2024Updated 2 years ago
- This project aims at designing an easy self-made ultrasound imaging device. It mainly consists of "Phased-array transducer", "Pulse-contr…☆14Jun 28, 2023Updated 3 years ago
- ☆54Aug 19, 2025Updated last year
- ☆122Mar 15, 2024Updated 2 years ago
- Research/development of physics-informed neural networks for dynamic systems☆34Nov 25, 2024Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆232Feb 21, 2023Updated 3 years ago
Are these results useful?