// PROJECTS.sh

THINGS
I'VE BUILT.

Code, simulations, and tools — where materials science meets software.

01 / WEB

LIVE

JAKEYURKO.ME

This site. Built from scratch in static HTML + Tailwind with a neobrutalist aesthetic — hard ink shadows, CRT scanline overlay, pixel font labels, and a retro-modern tension that felt right for someone working at the intersection of atoms and algorithms. Includes a ternary Gibbs triangle phase diagram animation generated with Python and matplotlib.

HTML Tailwind CSS Python matplotlib
VIEW SOURCE

02 / RESEARCH TOOL

ARROYAVE GROUP

BAYESIAN ACTIVE LEARNING OF ZPF LINES

Python-based tools for Bayesian active learning workflows targeting zero phase fraction (ZPF) boundary construction. Implements multi-task Gaussian process models to jointly predict phase fractions and stability, with physics-informed priors from CALPHAD simulations. Closed-loop framework connecting Thermo-Calc outputs with acquisition functions that target information-rich thermodynamic regions — enabling faster convergence to accurate phase boundaries with fewer expensive evaluations.

Python numpy matplotlib CALPHAD ThermoCalc
RESEARCH — NOT PUBLIC