☆35May 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
- ☆19Feb 11, 2025Updated last year
- ☆16Jun 7, 2025Updated last year
- ☆14Aug 22, 2025Updated 11 months ago
- ☆22Apr 21, 2023Updated 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.
- Physics-informed radial basis network☆42May 20, 2024Updated 2 years ago
- PINNs with irreversible constraints.☆16Jun 10, 2026Updated last month
- Density-based topology optimization via the deep energy method☆23Nov 1, 2022Updated 3 years ago
- Modified Meshgraphnets with more features☆62Jan 31, 2025Updated last year
- ☆18Aug 13, 2024Updated last year
- In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite …☆18Jul 6, 2024Updated 2 years ago
- ☆121Mar 15, 2024Updated 2 years ago
- A basic example of using physics informed machine learning for enhanced structural dynamics modeling☆10Jul 7, 2023Updated 3 years ago
- ☆19Jul 9, 2025Updated last year
- 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.
- For the paper 'A novel isogeometric coupling approach for assembled thin-walled structures', here is the core code and implementation tha…☆14Aug 9, 2024Updated last year
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆50Aug 17, 2024Updated last year
- Deep finite volume method☆22Jun 26, 2024Updated 2 years ago
- Matlab toolbox for digital image based simulation☆14Nov 19, 2025Updated 8 months ago
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- ☆17Apr 28, 2024Updated 2 years ago
- Repo for the Neurips Learning to Predict Structural Vibrations paper, provides a dataset and method for vibration prediction in plate str…☆13Jul 3, 2026Updated 3 weeks ago
- ☆55Aug 19, 2025Updated 11 months ago
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆69Jul 14, 2026Updated 2 weeks ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Source code for the paper "Sample-efficient inverse design of freeform nanophotonic devices with physics-informed reinforcement learning"☆16Apr 12, 2024Updated 2 years ago
- Sample Code Sinppets for Abaqus and Machine Learning Projects☆13Feb 21, 2023Updated 3 years ago
- ☆16Oct 29, 2023Updated 2 years ago
- TANTE: Time-Adaptive Operator Learning via Neural Taylor Expansion☆16Jul 3, 2026Updated 3 weeks ago
- Deep Learning and Finite Element Method for Physical Systems Modeling☆51Mar 15, 2019Updated 7 years ago
- The first open-source repository for Scientific Machine Learning (PINNs, PIELM, RFM, Neural Operators) via Vibe Coding. JAX-GPU implement…☆113Jul 21, 2026Updated last week
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆23Jul 17, 2026Updated last week
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆26Jun 7, 2024Updated 2 years ago
- ☆71Jan 7, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆18Nov 26, 2024Updated last year
- Neural-operator element method☆62May 9, 2026Updated 2 months ago
- The package phlearn for modelling pseudo-Hamiltonian systems by pseudo-Hamiltonian neural networks (PHNN), for ODEs and PDEs☆19Mar 12, 2025Updated last year
- Official Code for ICML 2024 paper "TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision"☆21Nov 18, 2024Updated last year
- ☆14May 28, 2025Updated last year
- This is the code of my master thesis.☆219Feb 7, 2026Updated 5 months ago
- Public Datasets and Codes for Data-driven discovery of soil moisture flow governing equation: A sparse regression framework. Water Resour…☆11Feb 24, 2025Updated last year