公开(公告)号：US11113611B2

公开(公告)日：2021-09-07

申请号：US15892774

申请日：2018-02-09

Applicant: KOREA INSTITUTE OF SCIENCE AND TECHNOLOGY

Inventor： Sang Soo Han ,  Byung Chul Yeo ,  Chansoo Kim ,  Donghun Kim

IPC: G06N5/04 ,  G06F17/16 ,  G06N20/00 ,  G06F16/901 ,  G16C60/00 ,  G16C10/00 ,  G16C20/70

Abstract: A method of predicting an electronic structure of a material by an electronic apparatus includes receiving user's input data about elements constituting the material; applying the received user's input data to a trained model for estimating a state density of the material; and outputting a first graph representing energy level-by-level state densities of the material output from the trained model, wherein the trained model is trained to generate the first graph based on a plurality of second graphs representing pre-calculated energy level-by-level state densities respectively corresponding to a plurality of pre-input data about elements of various materials and the plurality of pre-input data.