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008			211012s2022 si | s |||| 0|eng d
020			_a9789811668357
024	7		_a10.1007/978-981-16-6835-7 _2doi
040			_aTR-AnTOB _beng _erda _cTR-AnTOB
041			_aeng
050		4	_aQE48.8
072		7	_aTNC _2bicssc
072		7	_aSCI042000 _2bisacsh
072		7	_aTNC _2thema
090			_aQE48.8EBK
100	1		_aZhang, Wengang. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
245	1	0	_aApplication of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience _h[electronic resource] / _cby Wengang Zhang, Yanmei Zhang, Xin Gu, Chongzhi Wu, Liang Han.
250			_a1st ed. 2022.
264		1	_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2022.
300			_a1 online resource
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
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.
650		0	_aEngineering geology.
650		0	_aArtificial intelligence.
650		0	_aCivil engineering.
650	1	4	_aGeoengineering.
650	2	4	_aArtificial Intelligence.
650	2	4	_aCivil Engineering.
653		0	_aEarth sciences -- Data processing
653		0	_aGeotechnical engineering -- Data processing
653		0	_aMachine learning
653		0	_aSoft computing
700	1		_aZhang, Yanmei. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
700	1		_aGu, Xin. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
700	1		_aWu, Chongzhi. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
700	1		_aHan, Liang. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
710	2		_aSpringerLink (Online service)
856	4	0	_uhttps://doi.org/10.1007/978-981-16-6835-7 _3Springer eBooks _zOnline access link to the resource
942			_2lcc _cEBK