Open AccessImportance of feature construction in machine learning for phase transitions
Author(s) -
In-Hyuk Jang,
Supreet Kaur,
Arun Yethiraj
Publication year - 2022
Publication title -
journal of chemical physics online/the journal of chemical physics/journal of chemical physics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.071
H-Index - 357
eISSN - 1089-7690
pISSN - 0021-9606
DOI - 10.1063/5.0102187
Subject(s) - artificial intelligence , feature (linguistics) , ising model , feature vector , machine learning , embedding , computer science , k nearest neighbors algorithm , phase transition , algorithm , statistical physics , mathematics , physics , condensed matter physics , philosophy , linguistics