BEGIN:VCALENDAR VERSION:2.0 CALSCALE:GREGORIAN PRODID:iCalendar-Ruby BEGIN:VEVENT CATEGORIES:Lectures & Presentations DESCRIPTION:INPP Seminar | Neural-network quantum states for infinite matte r\, March 2\n\nThe Institute of Nuclear and Particle Physics seminar series presents Jane Kim discussing "Neural-network quantum states for infinite m atter" on March 2 at 4 p.m. in Lindley 321.\n\n \n\nKim is the the Facility for Rare Isotope Beams at Michigan State University.\n\n \n\nAbstract: Dee p neural networks (DNNs) have demonstrated tremendous promise in solving qu antum many-body problems. In this work\, we leverage the flexibility and ge nerality of DNNs to model the ground state wave functions of dilute neutron star matter and the unitary Fermi gas. We discuss the reinforcement learni ng scheme and how the symmetries of the system are constrained in the ansat z. This method easily surpasses standard variational Monte Carlo\, and is c ompetitive with state-of-the-art diffusion Monte Carlo at a fraction of the computational cost. DTEND:20230302T220000Z DTSTAMP:20241122T232512Z DTSTART:20230302T210000Z GEO:39.326188;-82.101779 LOCATION:Lindley Hall\, 321 SEQUENCE:0 SUMMARY:INPP Seminar | Neural-network quantum states for infinite matter\, March 2 UID:tag:localist.com\,2008:EventInstance_42535150202301 URL:https://calendar.ohio.edu/event/inpp_seminar_jane_kim_march_2 END:VEVENT END:VCALENDAR