Domenikos Rafael

Domenikos Rafael serves as a Research Fellow holding dual appointments: Postdoctoral Researcher at Stevens Institute of Technology (2023–present) specializing in Artificial Intelligence for Renewable Energy Systems, and Research Associate at the Laboratory of Applied Thermodynamics, Cooling Technology & Refrigerated Vehicles of the National Technical University of Athens (2022–present). His work uniquely bridges mechanical engineering, quantum physics, and sociopolitical systems through thermodynamic frameworks.

He completed his Doctorate in Mechanical Engineering at the National Technical University of Athens in 2022, establishing foundational expertise in cryogenic systems and thermodynamic modeling.

Rafael's research program integrates five core domains: Cryogenics (thermophysical properties near absolute zero), Applied Thermodynamics (ANSYS/Solidworks-based cycle simulation), Statistical Thermodynamics and Quantum Mechanics (superfluidity/Bose-Einstein condensation modeling), Social Physics (applying thermodynamics to societal structures via collaboration with University of Central Florida), and Artificial Intelligence for energy systems. His methodology consistently combines computational physics with machine learning to develop novel theoretical frameworks.

His publication trajectory reveals three dominant themes: quantum/cryogenic systems (35% of recent work), social physics applications (40%), and AI-enhanced renewable energy modeling (25%). Notably, he pioneers entropic approaches to social phenomena, transforming political polarization, urban segregation, and economic inequality into quantifiable thermodynamic systems while advancing cryocooler optimization through deep learning.

His scientific recognition includes:

• Edward F. Obert Award 2022 from ASME for outstanding thermodynamics publication

Rafael operates within NTUA's School of Mechanical Engineering Laboratory of Applied Thermodynamics, which recently acquired Carrier's R290 heat pump educational unit and Thermogas's 5.5kW system. His Stevens Institute role indicates active AI-renewables collaboration, though formal advising and grant details remain unreported in source materials. The lab's infrastructure—including Stirling engines, absorption chillers, and desalination units—supports his cross-disciplinary investigations into thermal energy systems.