An introduction to generative drug discovery

著者

    • Ekins, Sean

書誌事項

An introduction to generative drug discovery

edited by Sean Ekins

(Drugs and the pharmaceutical sciences)

CRC Press, 2025

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注記

Content Type: text (ncrcontent), Media Type: unmediated (ncrmedia), Carrier Type: volume (ncrcarrier)

Includes bibliographical references and index

収録内容

  • Going beyond serendipity : generative artificial intelligence for drug discovery / Sean Ekins
  • Generative drug discovery / Quentin Vanhaelen, Alex Aliper and Alex Zhavoronkov
  • De novo drug design by chemical language modeling / Rıza Özçelik and Francesca Grisoni
  • Synthesis-based design : a practical and generalizable approach to de novo molecular discovery / Wenhao Gao and Connor W. Coley
  • A medicinal chemistry perspective on generative AI to de novo molecular discovery / Thane Jones and Sean Ekins
  • MegaSyn for generative molecule design / Joshua S. Harris, Fabio Urbina, and Sean Ekins
  • Generative topographic mapping of chemical space in de novo design / Dragos Horvath, Gilles Marcou, and Alexandre Varnek
  • In Silico ADME/Tox in the generative AI paradigm / Sean Ekins, Thomas R. Lane, Joshua S. Harris, and Fabio Urbina
  • The dark side : dual use implications of generative drug discovery / Sean Ekins
  • Future labs : generative approaches in self-driving labs / Sean Ekins
  • The future of generative drug discovery / Fabio Urbina, Joshua S. Harris, and Sean Ekins

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