Machine Learning In Geomechanics 1
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Machine Learning In Geomechanics 1
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Author : Ioannis Stefanou
language : en
Publisher: John Wiley & Sons
Release Date : 2024-11-13
Machine Learning In Geomechanics 1 written by Ioannis Stefanou and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-13 with Science categories.
Machine learning has led to incredible achievements in many different fields of science and technology. These varied methods of machine learning all offer powerful new tools to scientists and engineers and open new paths in geomechanics. The two volumes of Machine Learning in Geomechanics aim to demystify machine learning. They present the main methods and provide examples of its applications in mechanics and geomechanics. Most of the chapters provide a pedagogical introduction to the most important methods of machine learning and uncover the fundamental notions underlying them. Building from the simplest to the most sophisticated methods of machine learning, the books give several hands-on examples of coding to assist readers in understanding both the methods and their potential and identifying possible pitfalls.
Machine Learning In Geomechanics 1
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Author : Ioannis Stefanou
language : en
Publisher: John Wiley & Sons
Release Date : 2024-10-10
Machine Learning In Geomechanics 1 written by Ioannis Stefanou and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-10 with Science categories.
Machine learning has led to incredible achievements in many different fields of science and technology. These varied methods of machine learning all offer powerful new tools to scientists and engineers and open new paths in geomechanics. The two volumes of Machine Learning in Geomechanics aim to demystify machine learning. They present the main methods and provide examples of its applications in mechanics and geomechanics. Most of the chapters provide a pedagogical introduction to the most important methods of machine learning and uncover the fundamental notions underlying them. Building from the simplest to the most sophisticated methods of machine learning, the books give several hands-on examples of coding to assist readers in understanding both the methods and their potential and identifying possible pitfalls.
Machine Learning In Geomechanics 2
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Author : Ioannis Stefanou
language : en
Publisher: John Wiley & Sons
Release Date : 2024-11-05
Machine Learning In Geomechanics 2 written by Ioannis Stefanou and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-05 with Science categories.
Machine learning has led to incredible achievements in many different fields of science and technology. These varied methods of machine learning all offer powerful new tools to scientists and engineers and open new paths in geomechanics. The two volumes of Machine Learning in Geomechanics aim to demystify machine learning. They present the main methods and provide examples of its applications in mechanics and geomechanics. Most of the chapters provide a pedagogical introduction to the most important methods of machine learning and uncover the fundamental notions underlying them. Building from the simplest to the most sophisticated methods of machine learning, the books give several hands-on examples of coding to assist readers in understanding both the methods and their potential and identifying possible pitfalls.
Challenges And Innovations In Geomechanics
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Author : Marco Barla
language : en
Publisher: Springer Nature
Release Date : 2022-07-30
Challenges And Innovations In Geomechanics written by Marco Barla and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-30 with Science categories.
This book gathers the latest advances, innovations, and applications in the field of computational geomechanics, as presented by international researchers and engineers at the 16th International Conference of the International Association for Computer Methods and Advances in Geomechanics (IACMAG), held in Turin, Italy on August 30 - September 2, 2022. Contributions include a wide range of topics in geomechanics such as: laboratory and field testing, constitutive modelling, monitoring and remote sensing, multiphase modelling, reliability and risk analysis, surface structures, deep structures, dams and earth structures, natural slopes, mining engineering, earthquake and dynamics, soil-atmosphere interaction, ice mechanics, landfills and waste disposal, gas and petroleum engineering, geothermal energy, offshore technology, energy geostructures and computational rail geotechnics.
Machine Learning In Geohazard Risk Prediction And Assessment
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Author : Biswajeet Pradhan
language : en
Publisher: Elsevier
Release Date : 2025-07-01
Machine Learning In Geohazard Risk Prediction And Assessment written by Biswajeet Pradhan and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-01 with Science categories.
Machine Learning in Geohazard Risk Prediction and Assessment: From Microscale Analysis to Regional Mapping presents an overview of the most recent developments in machine learning techniques that have reshaped our understanding of geo-materials and management protocols of geo-risk. The book covers a broad category of research on machine-learning techniques that can be applied, from microscopic modeling to constitutive modeling, to physics-based numerical modeling, to regional susceptibility mapping. This is a good reference for researchers, academicians, graduate and undergraduate students, professionals, and practitioners in the field of geotechnical engineering and applied geology. - Introduces machine-learning techniques in the risk management of geo-hazards, particularly recent developments - Covers a broader category of research and machine-learning techniques that can be applied, from microscopic modeling to constitutive modeling, to physics-based numerical modeling, to regional susceptibility mapping - Contains contributions from top researchers around the world, including authors from the UK, USA, Australia, Austria, China, and India
Innovative Numerical Modelling In Geomechanics
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Author : Luis Ribeiro e Sousa
language : en
Publisher: CRC Press
Release Date : 2012-05-03
Innovative Numerical Modelling In Geomechanics written by Luis Ribeiro e Sousa and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-03 with Technology & Engineering categories.
Since the 1990s five books onApplications of Computational Mechanics in Geotechnical Engineering have been published. Innovative Numerical Modelling in Geomechanics is the 6th and final book in this series, and contains papers written by leading experts on computational mechanics. The book treats highly relevant topics in the field of geotechnic
Development And Protection Of Mineral Resources
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Author : Mohamed Abdelkader Ismail
language : en
Publisher: Springer Nature
Release Date : 2024-12-23
Development And Protection Of Mineral Resources written by Mohamed Abdelkader Ismail and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-23 with Technology & Engineering categories.
This book comprises papers that showcase recent advancements and applications of innovative technologies in mining, offering theoretical insights and practical references for industry professionals. The 8th International Conference on Mineral Resources, Geotechnology and Geological Exploration (MRGGE 2024) was successfully held on June 14-16, 2024, in Shijiazhuang, China. This conference aims to address the dual challenge of providing essential mineral resources while ensuring environmental protection and sustainability in the mining industry. The proceedings encompass a wide range of topics, including ecological restoration of mines, geotechnical engineering, cleaning materials, geological exploration, and energy storage. The intended readership includes engineers, consultants, managers, academics, scientists, and government officials actively engaged in the mineral industry, serving as a valuable resource for promoting sustainable practices and advancing the field.
Numerical Analysis And Modelling In Geomechanics
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Author : John W. Bull
language : en
Publisher: CRC Press
Release Date : 2003-09-02
Numerical Analysis And Modelling In Geomechanics written by John W. Bull and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-09-02 with Architecture categories.
In geomechanics, existing design methods are very much dependent upon sophisticated on-site techniques to assess ground conditions. This book describes numerical analysis, computer simulation and modelling that can be used to answer some highly complex questions associated with geomechanics. The contributors, who are all international experts in the field, also give insights into the future directions of these methods. Numerical Analysis and Modelling in Geomechanics will appeal to professional engineers involved in designing and building both onshore and offshore structures, where geomechanical considerations may well be outside the usual codes of practice, and therefore specialist advice is required. Postgraduate researchers, degree students carrying out project work in this area will also find the book an invaluable resource.
International Conference On Multi Disciplinary Technologies And Challenges In Industry 4 0
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Author : Dr. Prakash s, dr. Silvia liberataullo, dr. Yogesh g s, dr. I manimozhi, prof. Shilpa patil.
language : en
Publisher: Archers & Elevators Publishing House
Release Date :
International Conference On Multi Disciplinary Technologies And Challenges In Industry 4 0 written by Dr. Prakash s, dr. Silvia liberataullo, dr. Yogesh g s, dr. I manimozhi, prof. Shilpa patil. and has been published by Archers & Elevators Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on with Antiques & Collectibles categories.
The Mechanical Behavior Of Salt Xi
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Author : Steven Sobolik
language : en
Publisher: CRC Press
Release Date : 2025-07-09
The Mechanical Behavior Of Salt Xi written by Steven Sobolik and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-09 with Technology & Engineering categories.
Rock salt formations have long been recognized as a valuable resource - not only for salt mining but for construction of oil and gas storage caverns and for isolation of radioactive and other hazardous wastes. Current interest is fast expanding towards construction and re-use of solution-mined caverns for storage of renewable energy in the form of hydrogen, compressed air and other gases. Evaluating the long-term performance and safety of such systems demands an understanding of the coupled mechanical behavior and transport properties of salt. This volume presents a collection of 83 research papers defining the state-of-the-art in the field. Topics range from fundamental work on deformation mechanisms and damage of rock salt to compaction of engineered salt backfill. The latest constitutive models are applied in computational studies addressing the evolution and integrity of storage caverns, repositories, salt mines and entire salt formations, while field studies document in situ salt behavior and conditions at multiple scales. The volume is structured into ten themes: • Laboratory Testing • Field and Geological Investigations • Constitutive Modeling • Modeling and Simulation • Micromechanics and Microstructures • Salt Caverns, Cavern Abandonment & Long-Term Integrity • Crushed Salt Engineered Barriers • Geological and Engineered Barriers • Energy Storage and Mining Investigations • Geological Storage of Hydrogen The Mechanical Behavior of Salt XI will appeal to graduate students, academics, engineers and professionals working in the fields of salt mechanics, salt mining and geological storage of energy and wastes, but also to researchers in rock physics in general.