LEADER 03074nam  22006255  450 
001 9910743396403321
005 20251113212115.0
010   $a981-16-6834-5
010   $a981-16-6835-3
010   $a981-16-6835-3
024 7 $a10.1007/978-981-16-6835-7
035   $a(CKB)5100000000044195
035   $a(MiAaPQ)EBC6767914
035   $a(Au-PeEL)EBL6767914
035   $a(OCoLC)1281979564
035   $a(PPN)258303506
035   $a(DE-He213)978-981-16-6835-7
035   $a(EXLCZ)995100000000044195
100   $a20211012d2022      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aApplication of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience /$fby Wengang Zhang, Yanmei Zhang, Xin Gu, Chongzhi Wu, Liang Han
205   $a1st ed. 2022.
210  1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2022.
215   $a1 online resource (143 pages)
225 1 $aEngineering Series
311 08$a981-16-6834-5 
320   $aIncludes bibliographical references.
327   $aIntroduction -- Methods -- Applications -- Future Applications.
330   $aThis book summarizes the application of soft computing techniques, machine learning approaches, deep learning algorithms and optimization techniques in geoengineering including tunnelling, excavation, pipelines, etc. and geoscience including the geohazards, rock and soil properties, etc. The book features state-of-the-art studies on use of SC,ML,DL and optimizations in Geoengineering and Geoscience. Considering these points and understanding, this book will be compiled with highly focussed chapters that will discuss the application of SC,ML,DL and optimizations in Geoengineering and Geoscience. Target audience: (1) Students of UG, PG, and Research Scholars: Several applications of SC,ML,DL and optimizations in Geoengineering and Geoscience can help students to enhance their knowledge in this domain. (2) Industry Personnel and Practitioner: Practitioners from different fields can be able to implement standard and advanced SC,ML,DL and optimizations for solving critical problems of civil engineering.
410  0$aEngineering Series
606   $aEngineering geology
606   $aArtificial intelligence
606   $aCivil engineering
606   $aGeoengineering
606   $aArtificial Intelligence
606   $aCivil Engineering
615  0$aEngineering geology.
615  0$aArtificial intelligence.
615  0$aCivil engineering.
615 14$aGeoengineering.
615 24$aArtificial Intelligence.
615 24$aCivil Engineering.
676   $a550.2855133
700   $aZhang$b Wen'gang$0973112
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910743396403321
996   $aApplication of soft computing, machine learning, deep learning and optimizations in geoengineering and geoscience$93559797
997   $aUNINA