A Deep Learning Approach to Drug Discovery: Small-Molecule Design and Optimization

Historically, the field of Artificial Intelligence (AI) has gone through several cycles of initial excitement, intense hype, optimism, and promises of revolution – dubbed as AI summers; only to be followed by periods of disappointments, aptly named AI winters, in which expectations failed to materialise, and government and research funds slowly moved on to other prospects (Chauvet, 2018).

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