TY - RPRT TI - AQuaRef: machine learning accelerated quantum refinement of protein structures AU - Zubatyuk, Roman [Carnegie Mellon University, Pittsburgh, PA (United States)] AU - Biczysko, Malgorzata [University of Wroclaw (Poland)] (ORCID:0000000264395561) AU - Ranasinghe, Kavindri [University of Florida, Gainesville, FL (United States)] AU - Moriarty, Nigel W. [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] (ORCID:0000000188579464) AU - Gokcan, Hatice [Carnegie Mellon University, Pittsburgh, PA (United States)] AU - Kruse, Holger [Pending.AI, Eveleigh, NSW (Australia)] AU - Poon, Billy K. [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] AU - Adams, Paul D. [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); University of California, Berkeley, CA (United States)] (ORCID:0000000193338219) AU - Waller, Mark P. [Pending.AI, Eveleigh, NSW (Australia)] AU - Roitberg, Adrian E. [University of Florida, Gainesville, FL (United States)] AU - Isayev, Olexandr [Carnegie Mellon University, Pittsburgh, PA (United States)] (ORCID:0000000175818497) AU - Afonine, Pavel V. [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] PY - 2025 DO - 10.1038/s41467-025-64313-1 UR - https://www.osti.gov/biblio/3014354 ID - 3014354 ER -