PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations
☆31Feb 18, 2025Updated 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:
- Staggered HARd-constrained Physics-Informed Neural Networks for Phase-field modelling of corrosion☆16Feb 19, 2025Updated last year
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆21Apr 11, 2025Updated last year
- Benchmark problems of GPU computing of phase-field models☆13Oct 26, 2022Updated 3 years ago
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆16Aug 24, 2024Updated last year
- The phase field code of simulation about reversible domain switch phenomena in ferroelectric material.☆28Nov 23, 2020Updated 5 years ago
- 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.
- Qi ZHANG's simulation code (very preliminary and there are a lot of aspects to improve)☆15Jan 23, 2026Updated 3 months ago
- ☆45Mar 4, 2025Updated last year
- Tensoflow 2 implementation of physics informed deep learning.☆27Sep 12, 2020Updated 5 years ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 4 months ago
- DARA: Data-driven Automated Rietveld Analysis for powder XRD phase search and refinement☆43Apr 9, 2026Updated last month
- ☆16Dec 13, 2022Updated 3 years ago
- Multi-head attention network for airfoil flow field prediction☆17Sep 13, 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.
- ☆10Mar 31, 2021Updated 5 years ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Apr 8, 2020Updated 6 years ago
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆12Apr 9, 2024Updated 2 years ago
- MicroSim is a project under the National Supercomputing Mission, Govt of India. The project offers a set of codes that can use high perfo…☆42Feb 16, 2026Updated 2 months ago
- ☆35Jan 10, 2025Updated last year
- An unofficial implementation of the Fourier Neural Operator in Flax☆19May 25, 2024Updated last year
- Physics-informed neural networks (PINNs)☆16Jun 7, 2022Updated 3 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Apr 10, 2021Updated 5 years ago
- This is the official implementation of "Deep Fuzzy Physics-Informed Neural Networks for Forward and Inverse PDE Problems" (Neural Network…☆27Oct 14, 2025Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Physics-informed neural networks for two-phase flow problems☆76Oct 2, 2025Updated 7 months ago
- ☆18Aug 13, 2024Updated last year
- Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechan…☆14Aug 18, 2023Updated 2 years ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆28Jul 25, 2024Updated last year
- ☆14Jan 22, 2022Updated 4 years ago
- A set of Jupyter notebooks and codes used for visualizing and processing micro tomography data. This code serves as supplemental material…☆11Sep 17, 2025Updated 7 months ago
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆21Dec 23, 2022Updated 3 years ago
- ☆14Apr 5, 2024Updated 2 years ago
- ☆12Aug 29, 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.
- Ground Penetrating Radar data processing and classification to detect buried objects in the ground☆16Jul 7, 2023Updated 2 years ago
- Field Programmable Analog Array (FPAA) Ultrasonic Transceiver - DIY Raspberry Pi FPAA Sonar☆27May 25, 2022Updated 3 years ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆34Sep 14, 2021Updated 4 years ago
- This contains all working openfoam cases for my MSc project.☆11Sep 13, 2021Updated 4 years ago
- FastVPINNs - A tensor-driven acceleration of VPINNs for complex geometries☆48Feb 2, 2025Updated last year
- ☆20May 25, 2024Updated last year
- Jupyter notebook tutorials for some common AI/ML model architectures and concepts.☆12Jun 23, 2025Updated 10 months ago