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

Zhang, Wengang; Zhang, Yanmei; Gu, Xin; Wu, Chongzhi; Han, Liang

 
9789811668371: Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience
Couverture souple
ISBN 10 : 981166837X ISBN 13 : 9789811668371
Editeur : Springer Verlag, Singapore, 2022

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

ZHANG Wengang PhD, Professor, Associate Chair at School of Civil Engineering, Chongqing University. He got his PhD at Nanyang Technological University (NTU), Singapore in 2014.

AWARDS

Computers and Geotechnics 2019 Sloan Outstanding Paper Award

Chongqing Science and Technology Award, First Prize in Natural Science (5/5)

Overseas High-level Talents (Young Thousand Talented Professor)

Leader of Academia & Technology in Chongqing (The 3rd Batch)


Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer Verlag, Singapore
Date d'édition
2022
Langue
anglais
ISBN 10 
981166837X
ISBN 13 
9789811668371
Reliure
Broché
Nombre de pages
152
Coordonnées du fabricant
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3
Heidelberg
69115
Allemagne

Autres éditions populaires du même titre

9789811668340: Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience

Edition présentée

ISBN 10 :  9811668345 ISBN 13 :  9789811668340
Editeur : Springer Verlag, Singapore, 2021
Couverture rigide