Molecular Generation and Optimization of Molecular Properties Using a Transformer Model

Generating novel molecules to satisfy specific properties is a challenging task in modern drug discovery, which requires the optimization of a specific objective based on satisfying chemical rules. Herein, we aim to optimize the properties of a specific molecule to satisfy the specific properties of...

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Bibliographic Details
Main Authors: Zhongyin Xu, Xiujuan Lei, Mei Ma, Yi Pan
Format: Article
Language:English
Published: Tsinghua University Press 2024-03-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2023.9020009