Deep Learning for Polymer Discovery: Foundation and Advances

Deep Learning for Polymer Discovery: Foundation and Advances 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. Autor: Gang Liu, Eric Inae Wydawnictwo: Springer Rok wydania: 2025 Okładka: twarda Liczba stron: 123 Wymiary: 24 x 16.8 cm Ilustracje: 28 Illustrations, color; 3 Illustrations, black and white Język: angielski ISBN: 9783031847318