Applications Of Artificial Intelligence In Mining And Geotechnical Engineering

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Applications of Artificial Intelligence in Mining and Geotechnical Engineering

Author : Hoang Nguyen
Publisher : Elsevier
ISBN 13 : 0443187657
Total Pages : 498 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Applications of Artificial Intelligence in Mining and Geotechnical Engineering by : Hoang Nguyen

Download or read book Applications of Artificial Intelligence in Mining and Geotechnical Engineering written by Hoang Nguyen and published by Elsevier. This book was released on 2023-11-20 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Artificial Intelligence in Mining, Geotechnical and Geoengineering provides recent advances in mining, geotechnical and geoengineering, as well as applications of artificial intelligence in these areas. It serves as the first book on applications of artificial intelligence in mining, geotechnical and geoengineering, providing an opportunity for researchers, scholars, engineers, practitioners and data scientists from all over the world to understand current developments and applications. Topics covered include slopes, open-pit mines, quarries, shafts, tunnels, caverns, underground mines, metro systems, dams and hydro-electric stations, geothermal energy, petroleum engineering, and radioactive waste disposal. In the geotechnical and geoengineering aspects, topics of specific interest include, but are not limited to, foundation, dam, tunneling, geohazard, geoenvironmental and petroleum engineering, rock mechanics, geotechnical engineering, soil mechanics and foundation engineering, civil engineering, hydraulic engineering, petroleum engineering, engineering geology, etc. Guides readers through the process of gathering, processing, and analyzing datasets specifically tailored for mining, geotechnical, and engineering challenges. Examines the evolution and practical implementation of artificial intelligence models in predicting, forecasting, and optimizing solutions for mining, geotechnical, and engineering problems. Offers cutting-edge methodologies to address the most demanding and complex issues encountered in the fields of mining, geotechnical studies, and engineering.

Applications of Artificial Intelligence and Machine Learning

Author : Ankur Choudhary
Publisher : Springer Nature
ISBN 13 : 9811630674
Total Pages : 738 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Applications of Artificial Intelligence and Machine Learning by : Ankur Choudhary

Download or read book Applications of Artificial Intelligence and Machine Learning written by Ankur Choudhary and published by Springer Nature. This book was released on 2021-07-27 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents a collection of peer-reviewed articles from the International Conference on Advances and Applications of Artificial Intelligence and Machine Learning - ICAAAIML 2020. The book covers research in artificial intelligence, machine learning, and deep learning applications in healthcare, agriculture, business, and security. This volume contains research papers from academicians, researchers as well as students. There are also papers on core concepts of computer networks, intelligent system design and deployment, real-time systems, wireless sensor networks, sensors and sensor nodes, software engineering, and image processing. This book will be a valuable resource for students, academics, and practitioners in the industry working on AI applications.

Proceedings of Geotechnical Challenges in Mining, Tunneling and Underground Infrastructures

Author : Amit Kumar Verma
Publisher : Springer Nature
ISBN 13 : 9811697701
Total Pages : 800 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of Geotechnical Challenges in Mining, Tunneling and Underground Infrastructures by : Amit Kumar Verma

Download or read book Proceedings of Geotechnical Challenges in Mining, Tunneling and Underground Infrastructures written by Amit Kumar Verma and published by Springer Nature. This book was released on 2022-06-03 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of selected papers presented at the International Conference on Geotechnical Challenges in Mining, Tunneling and Underground Infrastructures (ICGMTU), held as a virtual conference on December 20, 2021. The papers represent the research work in the related fields of underground mining, ground control, mining geotechnics, geo-instrumentation, mine tunnelling, and underground structures. It focuses on the latest technology being implemented including artificial intelligence and machine learning applications to solve challenges in mining tunneling and geotechnical structure engineering. It also highlights the state-of-the-art technologies adopted by the civil and mining industry for their commercial as well as environmental benefits. The papers are presented by an international pool of academics, research scientist, and industrial experts and therefore cater to the global audience from the field of underground engineering.

Machine Learning and Data Mining Annual Volume 2023

Author :
Publisher : BoD – Books on Demand
ISBN 13 : 0850145139
Total Pages : 152 pages
Book Rating : 4.8/5 (51 download)

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Book Synopsis Machine Learning and Data Mining Annual Volume 2023 by :

Download or read book Machine Learning and Data Mining Annual Volume 2023 written by and published by BoD – Books on Demand. This book was released on 2023-12-13 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interest within the academic community regarding AI has experienced exponential growth in recent years. Several key factors have contributed to this surge in interest. Firstly, the rapid advancements in AI technologies have showcased their potential to revolutionize various fields, such as healthcare, finance, and transportation, sparking curiosity and enthusiasm among researchers and scholars. Secondly, the availability of vast amounts of data and computing power has enabled academics to delve deeper into AI research, exploring complex algorithms and models to tackle real-world problems. Additionally, the interdisciplinary nature of AI has encouraged collaboration among experts from diverse fields like computer science, neuroscience, psychology, and ethics, fostering a rich exchange of ideas and approaches. With contributions from a diverse group of authors, this book offers a multifaceted perspective on machine learning and data mining. Whether you’re an experienced researcher or a newcomer, this collection is an essential resource for staying at the forefront of these dynamic and influential disciplines.

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

Author : Wengang Zhang
Publisher : Springer Nature
ISBN 13 : 9811668353
Total Pages : 143 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience by : Wengang Zhang

Download or read book Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience written by Wengang Zhang and published by Springer Nature. This book was released on 2021-10-12 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 solving critical problems of civil engineering.

Mine Planning and Equipment Selection

Author : Carsten Drebenstedt
Publisher : Springer Science & Business Media
ISBN 13 : 331902678X
Total Pages : 1517 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Mine Planning and Equipment Selection by : Carsten Drebenstedt

Download or read book Mine Planning and Equipment Selection written by Carsten Drebenstedt and published by Springer Science & Business Media. This book was released on 2013-10-16 with total page 1517 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume includes all papers presented at the 22nd International Conference on Mine Planning and Equipment Selection (MPES), Dresden, Germany, 2013. Mineral Resources are needed for almost all processes of modern life, whilst the mining industry is facing strict requirements regarding efficiency and sustainability. The research papers in this volume deal with the latest developments and research results in the fields of mining, machinery, automatization and environment protection.

Numerical Methods in Geotechnical Engineering IX

Author : António S. Cardoso
Publisher : CRC Press
ISBN 13 : 1351003615
Total Pages : 1656 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Numerical Methods in Geotechnical Engineering IX by : António S. Cardoso

Download or read book Numerical Methods in Geotechnical Engineering IX written by António S. Cardoso and published by CRC Press. This book was released on 2018-06-19 with total page 1656 pages. Available in PDF, EPUB and Kindle. Book excerpt: Numerical Methods in Geotechnical Engineering IX contains 204 technical and scientific papers presented at the 9th European Conference on Numerical Methods in Geotechnical Engineering (NUMGE2018, Porto, Portugal, 25—27 June 2018). The papers cover a wide range of topics in the field of computational geotechnics, providing an overview of recent developments on scientific achievements, innovations and engineering applications related to or employing numerical methods. They deal with subjects from emerging research to engineering practice, and are grouped under the following themes: Constitutive modelling and numerical implementation Finite element, discrete element and other numerical methods. Coupling of diverse methods Reliability and probability analysis Large deformation – large strain analysis Artificial intelligence and neural networks Ground flow, thermal and coupled analysis Earthquake engineering, soil dynamics and soil-structure interactions Rock mechanics Application of numerical methods in the context of the Eurocodes Shallow and deep foundations Slopes and cuts Supported excavations and retaining walls Embankments and dams Tunnels and caverns (and pipelines) Ground improvement and reinforcement Offshore geotechnical engineering Propagation of vibrations Following the objectives of previous eight thematic conferences, (1986 Stuttgart, Germany; 1990 Santander, Spain; 1994 Manchester, United Kingdom; 1998 Udine, Italy; 2002 Paris, France; 2006 Graz, Austria; 2010 Trondheim, Norway; 2014 Delft, The Netherlands), Numerical Methods in Geotechnical Engineering IX updates the state-of-the-art regarding the application of numerical methods in geotechnics, both in a scientific perspective and in what concerns its application for solving practical boundary value problems. The book will be much of interest to engineers, academics and professionals involved or interested in Geotechnical Engineering.

Environmental Issues of Blasting

Author : Ramesh M. Bhatawdekar
Publisher :
ISBN 13 : 9789811682384
Total Pages : 0 pages
Book Rating : 4.6/5 (823 download)

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Book Synopsis Environmental Issues of Blasting by : Ramesh M. Bhatawdekar

Download or read book Environmental Issues of Blasting written by Ramesh M. Bhatawdekar and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives a rigorous and up-to-date study of the various AI and machine learning algorithms for resolving environmental challenges associated with blasting. Blasting is a critical activity in any mining or civil engineering project for breaking down hard rock masses. A small amount of explosive energy is only used during blasting to fracture rock in order to achieve the appropriate fragmentation, throw, and development of muck pile. The surplus energy is transformed into unfavourable environmental effects such as back-break, flyrock, air overpressure, and ground vibration. The advancement of artificial intelligence and machine learning techniques has increased the accuracy of predicting these environmental impacts of blasting. This book discusses the effective application of these strategies in forecasting, mitigating, and regulating the aforementioned blasting environmental hazards.

Foundations of Artificial Intelligence

Author : David Kirsh
Publisher : MIT Press
ISBN 13 : 9780262610759
Total Pages : 370 pages
Book Rating : 4.6/5 (17 download)

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Book Synopsis Foundations of Artificial Intelligence by : David Kirsh

Download or read book Foundations of Artificial Intelligence written by David Kirsh and published by MIT Press. This book was released on 1992 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the 11 contributions, theorists historically associated with each position identify the basic tenets of their position.Have the classical methods and ideas of AI outlived their usefulness? Foundations of Artificial Intelligence critically evaluates the fundamental assumptions underpinning the dominant approaches to AI. In the 11 contributions, theorists historically associated with each position identify the basic tenets of their position. They discuss the underlying principles, describe the natural types of problems and tasks in which their approach succeeds, explain where its power comes from, and what its scope and limits are. Theorists generally skeptical of these positions evaluate the effectiveness of the method or approach and explain why it works - to the extent they believe it does - and why it eventually fails.ContentsFoundations of AI: The Big Issues, D. Kirsh - Logic and Artificial Intelligence, N. J. Nilsson - Rigor Mortis: A Response to Nilsson's 'Logic and Artificial Intelligence, ' L. Birnbaum - Open Information Systems Semantics for Distributed Artificial Intelligence, C. Hewitt - Social Conceptions of Knowledge and Action: DAI Foundations and Open Systems Semantics, L. Gasser - Intelligence without Representation, R. A. Brooks - Today the Earwig, Tomorrow Man? D. Kirsh - On the Thresholds of Knowledge, D. B. Lenat, E. A. Feigenbaum - The Owl and the Electric Encyclopedia, B. C. Smith - A Preliminary Analysis of the Soar Architecture as a Basis for General Intelligence, P. S. Rosenbloom, J. E. Laird, A. Newell, R. McCarl - Approaches to the Study of Intelligence, D. A. Norman

Big Data in Engineering Applications

Author : Sanjiban Sekhar Roy
Publisher : Springer
ISBN 13 : 9811084769
Total Pages : 384 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Big Data in Engineering Applications by : Sanjiban Sekhar Roy

Download or read book Big Data in Engineering Applications written by Sanjiban Sekhar Roy and published by Springer. This book was released on 2018-05-02 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the current trends, technologies, and challenges in Big Data in the diversified field of engineering and sciences. It covers the applications of Big Data ranging from conventional fields of mechanical engineering, civil engineering to electronics, electrical, and computer science to areas in pharmaceutical and biological sciences. This book consists of contributions from various authors from all sectors of academia and industries, demonstrating the imperative application of Big Data for the decision-making process in sectors where the volume, variety, and velocity of information keep increasing. The book is a useful reference for graduate students, researchers and scientists interested in exploring the potential of Big Data in the application of engineering areas.

Handbook of Research on Trends and Digital Advances in Engineering Geology

Author : Ceryan, Nurcihan
Publisher : IGI Global
ISBN 13 : 1522527109
Total Pages : 765 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Trends and Digital Advances in Engineering Geology by : Ceryan, Nurcihan

Download or read book Handbook of Research on Trends and Digital Advances in Engineering Geology written by Ceryan, Nurcihan and published by IGI Global. This book was released on 2017-07-12 with total page 765 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineering geologists face the task of addressing geological factors that can affect planning with little time and with few resources. A solution is using the right tools to save time searching for answers and devote attention to making critical engineering decisions. The Handbook of Research on Trends and Digital Advances in Engineering Geology is an essential reference source for the latest research on new trends, technology, and computational methods that can model engineering phenomena automatically. Featuring exhaustive coverage on a broad range of topics and perspectives such as acoustic energy, landslide mapping, and natural hazards, this publication is ideally designed for academic scientists, industry and applied researchers, and policy and decision makers seeking current research on new tools to aid in timely decision-making of critical engineering situations.

Applications of Artificial Intelligence in Tunnelling and Underground Space Technology

Author : Danial Jahed Armaghani
Publisher : Springer Nature
ISBN 13 : 9811610347
Total Pages : 70 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Applications of Artificial Intelligence in Tunnelling and Underground Space Technology by : Danial Jahed Armaghani

Download or read book Applications of Artificial Intelligence in Tunnelling and Underground Space Technology written by Danial Jahed Armaghani and published by Springer Nature. This book was released on 2021-03-13 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the tunnel boring machine (TBM) performance classifications, empirical models, statistical and intelligent-based techniques which have been applied and introduced by the researchers in this field. In addition, a critical review of the available TBM performance predictive models will be discussed in details. Then, this book introduces several predictive models i.e., statistical and intelligent techniques which are applicable, powerful and easy to implement, in estimating TBM performance parameters. The introduced models are accurate enough and they can be used for prediction of TBM performance in practice before designing TBMs.

Proceedings of Indian Geotechnical and Geoenvironmental Engineering Conference (IGGEC) 2021, Vol. 1

Author : Arvind Kumar Agnihotri
Publisher : Springer Nature
ISBN 13 : 9811947392
Total Pages : 594 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of Indian Geotechnical and Geoenvironmental Engineering Conference (IGGEC) 2021, Vol. 1 by : Arvind Kumar Agnihotri

Download or read book Proceedings of Indian Geotechnical and Geoenvironmental Engineering Conference (IGGEC) 2021, Vol. 1 written by Arvind Kumar Agnihotri and published by Springer Nature. This book was released on 2022-11-24 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents select proceedings of the Indian Geotechnical and Geoenvironmental Engineering Conference (IGGEC-21). Various topics covered in this book include geotechnical engineering, earthquake geotechnical engineering, geoenvironmental engineering, ground improvement, transportation geotechnics, waste management and sustainable engineering. The book will be a valuable reference for researchers and professionals in the discipline of civil, materials, geoenvironmental engineering, landfills, hydrogeology, ground improvement and earthquake geotechnical engineering.

Information Technology in Geo-Engineering

Author : António Gomes Correia
Publisher : Springer Nature
ISBN 13 : 3030320294
Total Pages : 924 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Information Technology in Geo-Engineering by : António Gomes Correia

Download or read book Information Technology in Geo-Engineering written by António Gomes Correia and published by Springer Nature. This book was released on 2019-09-24 with total page 924 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings address the latest developments in information communication and technologies for geo-engineering. The 3rd International Conference on Information Technology in Geo-Engineering (ICITG 2019), held in Guimarães, Portugal, follows the previous successful installments of this conference series in Durham (2014) and Shanghai (2010). The respective chapters cover the following: Use of information and communications technologies Big data and databases Data mining and data science Imaging technologies Building information modelling applied to geo-structures Artificial intelligence Smart geomaterials and intelligent construction Sensors and monitoring Asset management Case studies on design, construction and maintenance Given its broad range of coverage, the book will benefit students, educators, researchers and professional practitioners alike, encouraging these readers to help take the geo-engineering community into the digital age

Artificial Intelligence Applications for Sustainable Construction

Author : Moncef L. Nehdi
Publisher : Elsevier
ISBN 13 : 0443131929
Total Pages : 440 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Artificial Intelligence Applications for Sustainable Construction by : Moncef L. Nehdi

Download or read book Artificial Intelligence Applications for Sustainable Construction written by Moncef L. Nehdi and published by Elsevier. This book was released on 2024-02-13 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence Applications for Sustainable Construction presents the latest developments in AI and ML technologies applied to real-world civil engineering concerns. With an increasing amount of attention on the environmental impact of every industry, more construction projects are going to require sustainable construction practices. This volume offers research evidence, simulation results, and case studies to support this change. Sustainable construction, in fact, not only uses renewable and recyclable materials when building new structures or repairing deteriorating ones, but also adopts all possible methods to reduce energy consumption and waste. The concisely written but comprehensive, practical knowledge put forward by this international group of highly specialized editors and contributors will prove to be beneficial to engineering students and professionals alike. Presents convincing “success stories that encourage application of AI-powered tools to civil engineering Provides a wealth of valuable technical information to address and resolve many challenging construction problems Illustrates the most recent shifts in thinking and practice for sustainable construction

Proceedings of 5th International Conference on Civil Engineering and Architecture

Author : Thomas Kang
Publisher : Springer Nature
ISBN 13 : 9819940494
Total Pages : 1118 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Proceedings of 5th International Conference on Civil Engineering and Architecture by : Thomas Kang

Download or read book Proceedings of 5th International Conference on Civil Engineering and Architecture written by Thomas Kang and published by Springer Nature. This book was released on 2023-11-05 with total page 1118 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book states that the proceedings gathers selected papers from 2022 5th International Conference on Civil Engineering and Architecture (ICCEA 2022), which was held in Hanoi, Vietnam on December 16-18, 2022. The conference is the premier forum for the presentation of new advances and research results in the fields of theoretical, experimental, and practical civil engineering and architecture. And this proceedings from the conference mainly discusses architectural design and project management, environmental protection and spatial planning, design and analysis of building materials, and structural engineering and safety. And these materials can be useful and valuable sources for researchers and professionals working in the field of civil engineering and architecture.

Geotechnical Synergy in Buenos Aires 2015

Author : A.O. Sfriso
Publisher : IOS Press
ISBN 13 : 1614995990
Total Pages : 488 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Geotechnical Synergy in Buenos Aires 2015 by : A.O. Sfriso

Download or read book Geotechnical Synergy in Buenos Aires 2015 written by A.O. Sfriso and published by IOS Press. This book was released on 2015-12-10 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: In November 2015, Buenos Aires, Argentina became the location of several important events for geo-professionals, with the simultaneous holding of the 15th Pan-American Conference on Soil Mechanics and Geotechnical Engineering (XV PCSMGE), the 8th South American Congress on Rock Mechanics (SCRM) and the 6th International Symposium on Deformation Characteristics of Geomaterials, as well as the 22nd Argentinean Congress of Geotechnical Engineering (CAMSIGXXII). This synergy brought together international experts, researchers, academics, professionals and geo-engineering companies in a unique opportunity to exchange ideas and discuss current and future practices in the areas of soil mechanics and rock mechanics, and their applications in civil, energy, environmental, and mining engineering. This book presents the invited lectures of the 15th Pan-American Conference on Soil Mechanics and Geotechnical Engineering (XV PCSMGE) and the 8th South American Congress on Rock Mechanics (SCRM). It includes the Casagrande Lecture delivered by Luis Valenzuela and 21 Plenary, Keynote and Panelist Lectures from these two Buenos Aires conferences.