A survey of generative AI for de novo drug design: new frontiers in molecule and protein generation

X Tang, H Dai, E Knight, F Wu, Y Li, T Li… - Briefings in …, 2024 - academic.oup.com
Artificial intelligence (AI)-driven methods can vastly improve the historically costly drug
design process, with various generative models already in widespread use. Generative …

Protein Representation Learning by Capturing Protein Sequence-Structure-Function Relationship

E Ko, S Lee, M Kim, D Kim - arXiv preprint arXiv:2405.06663, 2024 - arxiv.org
The goal of protein representation learning is to extract knowledge from protein databases
that can be applied to various protein-related downstream tasks. Although protein sequence …