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020 _a9789811668357
024 7 _a10.1007/978-981-16-6835-7
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aQE48.8
_b2022 EB
100 1 _aZhang, Wengang
_eautor
_9687195
245 1 0 _aApplication of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience
_cby Wengang Zhang, Yanmei Zhang, Xin Gu, Chongzhi Wu, Liang Han
250 _a1st edition 2022
264 1 _aSingapore
_bSpringer International Publishing
_c2022
300 _a1 recurso en línea (XIV, 138 páginas)
_b76 ilustraciones, 66 ilustraciones a color
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
505 0 _aIntroduction -- Methods -- Applications -- Future Applications.
520 _aThis 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.
988 _aSpringer_Engineering_2022
650 7 _2embne
_9160334
_aCiencias de la tierra
_xProceso de datos
700 1 _9687196
_aZhang, Yanmei
_eautor
700 1 _9687197
_aGu, Xin
_eautor
700 1 _9687198
_aWu, Chongzhi
_eautor
700 1 _9687199
_aHan, Liang
_eautor
_d1987-
776 0 8 _iPrinted edition:
_z9789811668340
776 0 8 _iPrinted edition:
_z9789811668364
776 0 8 _iPrinted edition:
_z9789811668371
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-16-6835-7
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b03/2023
_dz
_eu
_zSI