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MARS Applications in Geotechnical Engineering Systems
  • Language: en
  • Pages: 240

MARS Applications in Geotechnical Engineering Systems

  • Type: Book
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  • Published: 2019-04-30
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  • Publisher: Springer

This book presents the application of a comparatively simple nonparametric regression algorithm, known as the multivariate adaptive regression splines (MARS) surrogate model, which can be used to approximate the relationship between the inputs and outputs, and express that relationship mathematically. The book first describes the MARS algorithm, then highlights a number of geotechnical applications with multivariate big data sets to explore the approach’s generalization capabilities and accuracy. As such, it offers a valuable resource for all geotechnical researchers, engineers, and general readers interested in big data analysis.

Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience
  • Language: en
  • Pages: 143

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

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.

Design of Deep Braced Excavation in Urban Geotechnical Environments
  • Language: en
  • Pages: 484

Design of Deep Braced Excavation in Urban Geotechnical Environments

  • Type: Book
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  • Published: 2024-05-21
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  • Publisher: Elsevier

Design of Deep Braced Excavation in Urban Geotechnical Environments presents the design and calculation of deep braced excavation in urban geotechnical environments considering the soil characteristics of spatial variability and anisotropy, as well as excavation responses of urban adjacent utilities such as pipelines, tunnels, foundation piles and buildings. With economic development and further urbanization, excavation goes deeper, longer, and larger in scale. These conditions require advanced analysis and design methods. The text begins with coverage of overall stability, earth pressure and strut force, retaining wall responses, and ground movements. Numerical modeling and computer codes a...

Applications of Artificial Intelligence in Mining and Geotechnical Engineering
  • Language: en
  • Pages: 498

Applications of Artificial Intelligence in Mining and Geotechnical Engineering

  • Type: Book
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  • Published: 2023-11-20
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  • Publisher: Elsevier

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,...

Application of Machine Learning in Slope Stability Assessment
  • Language: en
  • Pages: 213

Application of Machine Learning in Slope Stability Assessment

This book focuses on the application of machine learning in slope stability assessment. The contents include: overview of machine learning approaches, the mainstream smart in-situ monitoring techniques, the applications of the main machine learning algorithms, including the supervised learning, unsupervised learning, semi- supervised learning, reinforcement learning, deep learning, ensemble learning, etc., in slope engineering and landslide prevention, introduction of the smart in-situ monitoring and slope stability assessment based on two well-documented case histories, the prediction of slope stability using ensemble learning techniques, the application of Long Short-Term Memory Neural Net...

Advances in Frontier Research on Engineering Structures
  • Language: en
  • Pages: 724

Advances in Frontier Research on Engineering Structures

  • Type: Book
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  • Published: 2023-10-19
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  • Publisher: IOS Press

Civil architecture and structural engineering may be subjects to which most of us never give a second thought, but both these disciplines are crucial to the built environment in which we live, and without the skills of those who work in them, our buildings and infrastructure would lack the safety and reliability that we all take for granted. This book presents the proceedings of ICCASE 2023, the 7th International Conference on Civil Architecture and Structural Engineering, held in Guangzhou, China, from 14 - 16 April 2023 as a virtual event, and attended by around 250 international participants. The aim of the conference was to discuss recent advances and new perspectives in civil architectu...

Evolutionary Process of a Steep Rocky Reservoir Bank in a Dynamic Mechanical Environment
  • Language: en
  • Pages: 119

Evolutionary Process of a Steep Rocky Reservoir Bank in a Dynamic Mechanical Environment

  • Type: Book
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  • Published: 2023-09-01
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  • Publisher: CRC Press

To prevent the collapse of dangerous rock masses on steep rocky reservoir banks which can cause casualties and property loss, it is essential to design and conduct practical experiments to quantify the evolution processes of the reservoir banks and control such dangerous rock masses. Using the Jianchuandong Dangerous Rock Mass project as a case study, this book generalizes the mechanical model of the project to show how improved equipment can be used to measure the mechanical state transition under the continuous action of axial pressure. It details a series of experiments to study the evolution of a severely steep rocky reservoir bank, which comprehensively consider the influence of hydraulic coupling, dry-wet cycles, axial pressure, and time-dependent effects. The results support a new method for determining the stability of dangerous rock masses on reservoir banks. Combines engineering principles, real data, experimental methods and results Provides a complete research method for investigating hydrogeology failure processes The book suits practitioners in hydropower engineering, engineering geology, and disaster protection.

Frontiers in Civil and Hydraulic Engineering, Volume 2
  • Language: en
  • Pages: 343

Frontiers in Civil and Hydraulic Engineering, Volume 2

  • Type: Book
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  • Published: 2023-03-23
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  • Publisher: CRC Press

Frontiers in Civil and Hydraulic Engineering focuses on the research of architecture and hydraulic engineering in civil engineering. The proceedings feature the most cutting-edge research directions and achievements related to civil and hydraulic engineering. Subjects in the proceedings including: Engineering Structure Intelligent Building Structural Seismic Resistance Monitoring and Testing Hydraulic Engineering Engineering Facility The works of this proceedings can promote development of civil and hydraulic engineering, resource sharing, flexibility and high efficiency. Thereby, promote scientific information interchange between scholars from the top universities, research centers and high-tech enterprises working all around the world.

Structural Seismic and Civil Engineering Research
  • Language: en
  • Pages: 728

Structural Seismic and Civil Engineering Research

  • Type: Book
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  • Published: 2023-04-12
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  • Publisher: CRC Press

Structural Seismic and Civil Engineering focuses on civil engineering research, anti-seismic technology and engineering structure. These proceedings gather the most cutting-edge research and achievements, aiming to provide scholars and engineers with preferable research directions and engineering solutions as reference. Subjects in these proceedings include: Engineering Structure Materials of Civil Engineering Structural Seismic Resistance Monitoring and Testing The works in these proceedings aim to promote the development of civil engineering and earthquake engineering. Thereby, promoting scientific information interchange between scholars from top universities, research centers and high-tech enterprises working all around the world.