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Artificial Intelligence in Drug Discovery

Nathan Brown (Hrsg.)

EPUB
ca. 269,99
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Royal Society of Chemistry img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Informatik, EDV

Beschreibung

Following significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing molecules and optimising synthetic routes. Artificial Intelligence in Drug Discovery aims to introduce the reader to AI and machine learning tools and techniques, and to outline specific challenges including designing new molecular structures, synthesis planning and simulation. Providing a wealth of information from leading experts in the field this book is ideal for students, postgraduates and established researchers in both industry and academia.

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Schlagwörter

David, Alan, Brandon, Marwin, Engkvist, Ola, Riniker, Brown, Jürgen, Colwell, Lee, Wengong, Bender, Jin, Charlotte, Gianni, Krstajic, Nathan, Aspuru, Ed, Allgood, Schneider, Deane, Saffari, Connor, Sereina, Intelligence, Damjan, Thurston, Nadine, Discovery, Andreas, Colin, Griffen, De, Artificial, Cronin, Amir, Bajorath, Isayev, Drug, Fabritiis, Segler, Lucy, Guzik, Coley, Batchelor, Olexandr