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SUMMARY:NFDI Physical Sciences Joint Colloquium - Isao Tanaka
DTSTART:20250414T090000Z
DTEND:20250414T100000Z
DTSTAMP:20260422T172900Z
UID:indico-event-36@events.fairmat-nfdi.eu
CONTACT:fairmat-events@physik.hu-berlin.de
DESCRIPTION:Recommender System for Discovery of New Inorganic CompoundsThe
  Physical Sciences in NFDI continues its colloquium series with a lecture 
 by Prof. Isao Tanaka\, research group leader at the Department of Material
 s Science and Engineering\, Kyoto University. Prof. Tanaka will give a ta
 lk about methods to establish recommender systems useful for efficient dis
 covery of currently unknown chemically relevant compositions (CRCs) of ino
 rganic ionic compounds from vast candidates. Using information of compound
 s registered in inorganic crystal structure database (ICSD) and tensor-bas
 ed recommender system\, we systematically calculated recommendation scores
  for chemical compositions of up to 23 billion five-element ionic systems.
  The high success rate\, despite not using any prior knowledge or first pr
 inciples theoretical results\, proves the powerfulness of current recommen
 dation systems. Synthesis experiments were made at the chemical compositio
 ns with high recommendation scores. Novel oxides and nitrides were efficie
 ntly discovered accordingly. Recommender system was also used to predict s
 uccessful processing conditions for new compounds based on our parallel ex
 periment-dataset.Join us for this fascinating talk in person at Erwin Schr
 ödinger Center or online. Registration is required for online participati
 on.\n\nhttps://events.fairmat-nfdi.eu/event/36/
IMAGE;VALUE=URI:https://events.fairmat-nfdi.eu/event/36/logo-7251736.png
LOCATION:0.119 (Erwin Schrödinger Center)
URL:https://events.fairmat-nfdi.eu/event/36/
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