Application of soft computing, machine learning, deep learning and optimizations in geoengineering and geoscience / Wengang Zhang, Yanmei Zhang, Xin Gu, Chongzhi Wu, Liang Han.
Zhang, Wengang.; Zhang, Yanmei.; Gu, Xin.; Wu, Chongzhi.; Han, Liang, 1987-
2022
QE48.8
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Title Application of soft computing, machine learning, deep learning and optimizations in geoengineering and geoscience / Wengang Zhang, Yanmei Zhang, Xin Gu, Chongzhi Wu, Liang Han.
Author Zhang, Wengang.
ISBN 9789811668357 (electronic bk.)
9811668353 (electronic bk.)
9789811668340
9811668345
DOI https://doi.org/10.1007/978-981-16-6835-7
Imprint Singapore : Springer, [2022]
Language English
Description 1 online resource (143 pages)
Other Standard Identifiers 10.1007/978-981-16-6835-7 doi
Call Number QE48.8
Dewey Decimal Classification 550
Summary 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 solving critical problems of civil engineering.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Added Author Zhang, Yanmei.
Gu, Xin.
Wu, Chongzhi.
Han, Liang, 1987-
Available in Other Form Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience.
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