Staggered HARd-constrained Physics-Informed Neural Networks for Phase-field modelling of corrosion
☆17Feb 19, 2025Updated last year
Alternatives and similar repositories for sharp-pinns
Users that are interested in sharp-pinns are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆36Feb 18, 2025Updated last year
- PINNs with irreversible constraints.☆17Jun 10, 2026Updated 2 months ago
- Unofficial JAX implementation of the SOAP optimizer (https://arxiv.org/abs/2409.11321)☆29Jul 21, 2026Updated 2 weeks ago
- The conventional theory of mechanism-based strain gradient plasticity is realized via ANSYS user programmable features for USERMAT subrou…☆12May 27, 2024Updated 2 years ago
- PF-PINNs: Physics-informed neural networks for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆18Dec 15, 2024Updated last year
- 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.
- ☆12Mar 27, 2020Updated 6 years ago
- Deep Learning - Predicting using Neural Ordinary Differential Equations - torchdiffeq.☆15Nov 18, 2020Updated 5 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆29Apr 20, 2024Updated 2 years ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆15Jun 27, 2025Updated last year
- This is a 3D test case of the code PFMICE☆12Mar 1, 2022Updated 4 years ago
- ☆18Aug 13, 2024Updated last year
- ☆12Jan 23, 2024Updated 2 years ago
- ☆18Aug 6, 2024Updated 2 years ago
- [ICML 2026] Official PyTorch implementation of the SMART model.☆20May 18, 2026Updated 2 months 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.
- An open Matlab source provided a new multiscale topology optimization approach for the direct and simultaneous design of lattice material…☆11Aug 23, 2022Updated 3 years ago
- Stochastic Physics-Informed Neural Ordinary Differential Equations☆21Jul 22, 2022Updated 4 years ago
- ☆33Oct 6, 2022Updated 3 years ago
- Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem☆19Dec 6, 2024Updated last year
- DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems☆20Mar 7, 2026Updated 5 months ago
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 7 months ago
- MATLAB and Python codes for the ID-DMD paper☆16May 8, 2025Updated last year
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- ☆15Nov 29, 2021Updated 4 years 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.
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- This is programs for Numerical Analysis and Scientific Computation!☆12Jun 3, 2019Updated 7 years ago
- ☆15Mar 13, 2026Updated 4 months ago
- FastVPINNs - A tensor-driven acceleration of VPINNs for complex geometries☆48Feb 2, 2025Updated last year
- ☆17Apr 18, 2024Updated 2 years ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆103Oct 23, 2025Updated 9 months ago
- Extensible library for finite element programming☆14Mar 7, 2021Updated 5 years ago
- Implementation of PSGD optimizer in JAX☆36Dec 31, 2024Updated last year
- NodeLab is a simple MATLAB-repository for node-generation and adaptive refinement for testing, and implementing various meshfree methods …☆33Feb 12, 2025Updated last year
- 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.
- Practicum on Supervised Learning in Function Spaces☆36Feb 17, 2022Updated 4 years ago
- TANTE: Time-Adaptive Operator Learning via Neural Taylor Expansion☆18Jul 3, 2026Updated last month
- 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
- ☆10Mar 31, 2021Updated 5 years ago
- ☆10Sep 18, 2021Updated 4 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆25May 9, 2021Updated 5 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆19May 25, 2024Updated 2 years ago