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Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience

Xin Gu author Wengang Zhang author Yanmei Zhang author Chongzhi Wu author Liang Han author

Format:Hardback

Publisher:Springer Verlag, Singapore

Published:13th Oct '21

Currently unavailable, and unfortunately no date known when it will be back

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Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience cover

This book summarizes the application of soft computing techniques, machine learning approaches, deep learning algorithms and optimization techniques in geoengineering including tunnelling, excavation, pipelines, etc. and geoscience including the geohazards, rock and soil properties, etc. The book features state-of-the-art studies on use of SC,ML,DL and optimizations in Geoengineering and Geoscience. Considering these points and understanding, this book will be compiled with highly focussed chapters that will discuss the application of SC,ML,DL and optimizations in Geoengineering and Geoscience. Target audience: (1) Students of UG, PG, and Research Scholars: Several applications of SC,ML,DL and optimizations in Geoengineering and Geoscience can help students to enhance their knowledge in this domain. (2) Industry Personnel and Practitioner: Practitioners from different fields can be able to implement standard and advanced SC,ML,DL and optimizations for solvingcritical problems of civil engineering.

ISBN: 9789811668340

Dimensions: unknown

Weight: unknown

138 pages

1st ed. 2022