Deep Learning for Polymer Discovery: Foundation and Advances - Synthesis Lectures on Data Mining and Knowledge Discovery - Gang Liu - Books - Springer International Publishing AG - 9783031847318 - May 24, 2025
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Gang Liu
Deep Learning for Polymer Discovery: Foundation and Advances - Synthesis Lectures on Data Mining and Knowledge Discovery

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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.

Media Books     Hardcover Book   (Book with hard spine and cover)
Released May 24, 2025
ISBN13 9783031847318
Publishers Springer International Publishing AG
Pages 123
Dimensions 166 × 246 × 12 mm   ·   370 g
Language German  

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