PF-PINNs: Physics-informed neural networks for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations
☆18Dec 15, 2024Updated last year
Alternatives and similar repositories for PF-PINNs
Users that are interested in PF-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☆35Feb 18, 2025Updated last year
- DRAGen RVE Generator☆40May 29, 2026Updated last month
- Staggered HARd-constrained Physics-Informed Neural Networks for Phase-field modelling of corrosion☆16Feb 19, 2025Updated last year
- Phase-field code in MATLAB to solve the phase-field model of Fan & Chen for Grain Growth phenomena in 2D☆27Apr 9, 2021Updated 5 years ago
- This repository contains the source code for the research presented in the paper "Exploring hidden flow structures from sparse data throu…☆12Dec 4, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code: A phase field formulation for dissolution-driven stress corrosion cracking (https://doi.org/10.1016/j.jmps.2020.104254)☆21May 15, 2023Updated 3 years ago
- ☆12May 3, 2023Updated 3 years ago
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Oct 10, 2025Updated 9 months ago
- ☆16May 13, 2026Updated 2 months ago
- SIMLab Crystal Mechanics model - Hypoelastic formulation (SCMM-Hypo)☆15May 5, 2024Updated 2 years ago
- Comsol Multiphysics implementation of phase-field cohesive zone models for fracture in various multi-physics problems☆89Oct 18, 2021Updated 4 years ago
- A monolithic solver based on the limited memory BFGS method for phase-field fracture simulation.☆16May 10, 2026Updated 2 months ago
- ☆17Apr 18, 2024Updated 2 years 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Microstructure Characterization and Reconstruction in Python☆70May 29, 2026Updated last month
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆18Apr 12, 2025Updated last year
- Implementation of the phase-field regularized cohesive zone model (PF-CZM) into ABAQUS.☆142Dec 12, 2019Updated 6 years ago
- This repository is regrding the model presented in the following journal paper.This paper presents a comprehensive study on phase-field m…☆23Jun 20, 2024Updated 2 years ago
- ☆19Nov 24, 2025Updated 7 months ago
- ☆13Oct 3, 2016Updated 9 years ago
- Aditive manufacturing framework☆12May 26, 2023Updated 3 years ago
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆18May 14, 2021Updated 5 years ago
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆26Mar 30, 2026Updated 3 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆12Mar 27, 2020Updated 6 years ago
- This is programs for Numerical Analysis and Scientific Computation!☆12Jun 3, 2019Updated 7 years ago
- Code attached to the paper: Uncertainty Quantification of Surrogate Models using Conformal Prediction☆28Nov 13, 2025Updated 8 months ago
- ☆25Jun 3, 2026Updated last month
- Neural architecture search(NAS)☆10Jan 21, 2019Updated 7 years ago
- gaussian elimination python code☆19Mar 17, 2021Updated 5 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆83Jun 5, 2026Updated last month
- ☆13Aug 1, 2024Updated last year
- ☆34Sep 21, 2022Updated 3 years 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.
- ☆33Mar 14, 2025Updated last year
- Tutorial on "Simulations of pattern formation in biological cells"☆14Apr 18, 2025Updated last year
- Generates Abaqus include files from the crystallographic texture of an alloy for crystal plasticity analyses☆11Feb 19, 2023Updated 3 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆44Mar 29, 2021Updated 5 years ago
- A high-fidelity granular media simulation and analysis platform with grain fracture using peridynamics and discrete element method☆14Apr 13, 2023Updated 3 years ago
- ☆15Mar 26, 2025Updated last year
- ☆31Jan 7, 2026Updated 6 months ago