Artificial Intelligence and machine learning techniques for civil engineering [electronic resource]

상세정보

자료유형	단행본
서명/저자사항	Artificial Intelligence and machine learning techniques for civil engineering [electronic resource] / Vagelis Plevris, Afaq Ahmad, and Nikos Lagaros, editors.
개인저자	Plevris, Vagelis, 1976- editor.
단체저자명	IGI Global,publisher.
발행사항	Hershey, Pennsylvania: IGI Global, [2023]
형태사항	1 online resource (385 pages)
ISBN	1668456443 9781668456446
기타표준부호	10.4018/978-1-6684-5643-9doi
서지주기	Includes bibliographical references and index.
내용주기	Chapter 1. Artificial intelligence-assisted building information modelling -- Chapter 2. Deep learning-based damage inspection for concrete structures -- Chapter 3. Machine learning applications for vibration-based structural health monitoring -- Chapter 4. Use of AI and ML algorithms in developing closed-form formulae for structural engineering design -- Chapter 5. A predictive regression model for the shear strength of RC knee joint subjected to cyclic load -- Chapter 6. Predicting the fundamental period of light-frame wooden buildings by employing bat algorithm-based artificial neural network -- Chapter 7. Shear capacity of RC elements with transverse reinforcement through a variable-angle truss model with machine-learning-calibrated coefficients -- Chapter 8. Groundwater modelling of the saq aquifer using artificial intelligence and hydraulic simulations -- Chapter 9. Reliability analysis of RC code for predicting load-carrying capacity of RCC walls through ANN -- Chapter 10. The value proposition of machine learning in construction management: exploring the trends in construction 4.0 and beyond -- Chapter 11. Explainable safety risk management in construction with unsupervised learning -- Chapter 12. Enhanced stochastic paint optimizer for nonlinear Design of fuzzy logic controllers in steel building structures for the near-fault earthquakes.
요약	"This reference book offers state-of-the-art contributions in the area of AI and its applications in the field of civil engineering presenting methods and implementation of AI and machine learning in multiple facets of civil engineering"--
해제	Provided by publisher.
일반주제명	Civil engineering --Data processing. Artificial intelligence. Machine learning. Artificial intelligence. Civil engineering --Data processing. Machine learning.
분류기호(DDC)	624.0285
언어	영어
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