Best Lightning Talk at Department of Energy (DOE) all-center meeting awarded to Chiara Trovatello. The US DOE organized a four-day workshop to share the latest science within principle investigators and members of its53 Energy Frontier Research Centers (EFRC), 15 Computational Chemical Sciences (CCS) centers, 8 Computational Materials Sciences (CMS) centers (CMS), and 4 Hubs. Chiara represented Columbia’s EFRC on Programmable Quantum Materials (Pro-QM).