Disclosed are a method and a system for automatically classifying data expressed as a
plurality of factors with values of a text word and a symbol sequence by using deep learning …

A method and a system for material design utilizing machine learning are provided, where
the underlying joint distribu tion P (S, P) of structure (S)-property (P) relationships is explicitly …

2018-10-10 Assigned to Research & Business Foundation Sungkyunkwan University,
SAMSUNG ELECTRONICS CO., LTD. reassignment Research & Business Foundation …

A method and apparatus for generating a new chemical structure using a chemical structure
generation model are provided. The method includes receiving a first descriptor of a first …

(57) ABSTRACT A method for screening materials may include obtaining materials from a
database. The method may include screen ing the materials to obtain a one or more …

An aspect according to one or more embodiments of the present disclosure is directed
toward supervised and semi-supervised methods to scale time complexity of electronic and …

A computer-implemented method is presented for discovering new material candidates from
a chemical database. The method includes extracting a feature vector from a chemical …

Generating a new chemical structure by using a neural network using an expression region
that expresses a particular property in a descriptor or an image for a reference chemical …