3 papers
cs.IR2026
When Literature Data Mislead Artificial Intelligence in Materials Discovery
Qian Wang, Ying Li, Ryuhei Sato +4
Artificial intelligence (AI) increasingly treats scientific literature as a data source for building databases, training predictive models, and guiding discovery. Yet literature-de…
physics.chem-ph2026
Physics-Grounded Materials Artificial Intelligence for Reliable Materials Discovery
Yuhang Wang, Qian Wang, Seong-Hoon Jang +1
Artificial intelligence (AI) is transforming materials discovery, yet conventional data-driven approaches often suffer from limited interpretability, poor extrapolation, and incons…
cond-mat.mtrl-sci2026
Why Ammoniated Lithium Borohydrides Liquefy and Resolidify?
Qian Wang, Zixin Xu, Ryuhei Sato +6
Ammonia () absorption drives through a re-entrant ``solid--liquid--solid'' transition: is a well-defin…