Prometheus: Unsupervised Discovery of Phase Transitions and Order Parameters in the 2D Ising Model Using Variational Autoencoders (Student Abstract). - Brandon Yee; Wilson Collins; Caden Wang; Mihir Tekal (AAAI, 2026)

From Classical to Quantum: Extending Prometheus for Unsupervised Discovery of Phase Transitions in Three Dimensions and Quantum Systems. - Brandon Yee; Wilson Collins; Maximilian Rutkowski (CoRR, 2026)

Beam-Plasma Collective Oscillations in Intense Charged-Particle Beams: Dielectric Response Theory, Langmuir Wave Dispersion, and Unsupervised Detection via Prometheus. - Brandon Yee; Wilson Collins; Michael Iofin; Jiayi Fu (CoRR, 2026)