Cellular Automata Alloy Solidification Microstructure Modeling: High-fidelity CPU-accelerated 3D Numerical Simulation Software Package

Python script that calculates the time required for the Lunar Magma Ocean to solidify as a function of varying degrees of impact bombardment

A Wolfram Mathematica image processing code for analyzing meso-scale solidification processes.

This repository demonstrates how to run MICRESS simulations using the pyiron workflow management framework, with a benchmark example of early-stage microstructure growth from the liquid state.

Jupyter Notebook for visualization of temperature and solid fraction evolution during 2-D solidification using theory-trained deep neural network (TTN) predictions

Freely Coupled Lattice Boltzmann Code

This is a PINN based approach in solving high temperature heat transfer equations in manufacturing industries, with a focus on reducing the energy consumption and optimizing the sensor positioning.

OpenFOAM solver for the Allen-Cahn phase field equation coupled with thermal diffusion for simulating solidification phase transformation microstructures

Phase field model for binary solidification using Kim-Kim-Suzuki interface description

Thermal-Fluid Dynamics Solver for Advanced Manufacturing Applications