Deep Learning for Polymer Discovery: Foundation and Advances (Bog, Hardback, Engelsk) af Gang Liu
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  7. Deep Learning for Polymer Discovery: Foundation and Advances

Deep Learning for Polymer Discovery: Foundation and Advances

(Bog, Hardback, Engelsk)
Forfattere: Gang Liu, Eric Inae, Meng Jiang
Deep Learning for Polymer Discovery: Foundation and Advances
Forlag: Springer International Publishing AG

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Beskrivelse

This book presents a comprehensive range of topics in deep learning for polymer discovery, from fundamental concepts to advanced methodologies. The authors begin with essential knowledge on polymer data representations and neural network architectures, then progress to deep learning frameworks for property prediction and inverse polymer design.

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Alle detaljer

Forlag Springer International Publishing AG
Forfattere Gang Liu, Eric Inae, Meng Jiang
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 24-05-2025
Første udgivelsesår 2025
Serie Synthesis Lectures on Data Mining and Knowledge Discovery
Illustrationer 28 Illustrations, color; 3 Illustrations, black and white; XII, 123 p. 31 illus., 28 illus. in color.
Originalsprog Switzerland
Sideantal 123
Indbinding Hardback
Forlag Springer International Publishing AG
Sideoplysninger 123 pages, 28 Illustrations, color; 3 Illustrations, black and white; XII, 123 p. 31 illus., 28 illu
Mål 240 x 168
ISBN-13 / EAN-13 9783031847318