An Effective Pipeline for Training Variational Autoencoders for Synthesizable and Optimized Molecular Design

Variational auto-encoders (VAE) for molecular design and optimization have gained popularity due to their efficiency in exploring high-dimensional molecular space to identify novel molecules with various properties of interest. For example, when applied to drug discovery, one may want to optimize sm...

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Bibliographic Details
Main Authors: Fardeen H. Mozumder, Byung-Jun Yoon
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10817611/
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