Artificial Neural Networks In Continuum Micromechanics

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Artificial Neural Networks In Continuum Micromechanics

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Author : Alexander Henkes
language : en
Publisher:
Release Date : 2022

Artificial Neural Networks In Continuum Micromechanics written by Alexander Henkes and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.

Bridge Maintenance Safety Management Digitalization And Sustainability

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Author : Jens Sandager Jensen
language : en
Publisher: CRC Press
Release Date : 2024-07-12

Bridge Maintenance Safety Management Digitalization And Sustainability written by Jens Sandager Jensen and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-12 with Technology & Engineering categories.

Bridge Maintenance, Safety, Management, Digitalization and Sustainability collects the lectures and technical papers presented at the 12th International Conference on Bridge Maintenance, Safety and Management (IABMAS 2024, Copenhagen, Denmark, 24-28 June 2024). This Open Access book contains 480 contributions, including the T.Y. Lin Lecture, 9 Keynote Lectures, and 470 technical papers from 44 countries. The contributions are presented bring together academic and technological developments in Bridge Maintenance, Safety, Management, Digitalization and Sustainability, to solve new and old problems with innovative solutions. Major topics include: advanced bridge design, construction and maintenance approaches, safety, reliability and risk evaluation, life-cycle management, life-cycle resilience, sustainability, standardization, analytical models, bridge management systems, service life prediction, structural health monitoring, non-destructive testing and field testing, robustness and redundancy, durability enhancement, repair and rehabilitation, fatigue and corrosion, extreme loads, needs of bridge owners, whole life costing and investment for the future, financial planning and application of information and computer technology, extensive data analysis and artificial intelligence for bridges, among others. Bridge Maintenance, Safety, Management, Digitalization and Sustainability provides an up-to-date overview of the field of bridge engineering and significant contributions to making more rational decisions on bridge safety, maintenance, management, life-cycle, resilience, sustainability, and bridge innovations to enhance society’s welfare. The Editors hope that this book will serve as a valuable reference to all concerned with bridge structure and infrastructure systems, including engineers, researchers, academics, and students from all areas of bridge engineering.

Recent Developments In Structural Engineering Volume 1

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Author : Manmohan Dass Goel
language : en
Publisher: Springer Nature
Release Date : 2024-05-02

Recent Developments In Structural Engineering Volume 1 written by Manmohan Dass Goel and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-02 with Technology & Engineering categories.

The book presents the select proceedings of 13th Structural Engineering Convention. It covers the latest research in multidisciplinary areas within structural engineering. Various topics covered include structural dynamics, structural mechanics, finite element methods, structural vibration control, advanced cementitious and composite materials, bridge engineering, soil-structure interaction, blast, impact, fire, material and many more. The book will be a useful reference material for structural engineering researchers and practicing engineers.

Deep Material Networks For Efficient Scale Bridging In Thermomechanical Simulations Of Solids

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Author : Gajek, Sebastian
language : en
Publisher: KIT Scientific Publishing
Release Date : 2023-08-25

Deep Material Networks For Efficient Scale Bridging In Thermomechanical Simulations Of Solids written by Gajek, Sebastian and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-25 with categories.

We investigate deep material networks (DMN). We lay the mathematical foundation of DMNs and present a novel DMN formulation, which is characterized by a reduced number of degrees of freedom. We present a efficient solution technique for nonlinear DMNs to accelerate complex two-scale simulations with minimal computational effort. A new interpolation technique is presented enabling the consideration of fluctuating microstructure characteristics in macroscopic simulations.

Nonlinear Mechanics For Composite Heterogeneous Structures

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Author : Georgios A. Drosopoulos
language : en
Publisher: CRC Press
Release Date : 2022-04-26

Nonlinear Mechanics For Composite Heterogeneous Structures written by Georgios A. Drosopoulos and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-26 with Science categories.

Nonlinear Mechanics for Composite Heterogeneous Structures applies both classical and multi-scale finite element analysis to the non-linear, failure response of composite structures. These traditional and modern computational approaches are holistically presented, providing insight into a range of non-linear structural analysis problems. The classical methods include geometric and material non-linearity, plasticity, damage and contact mechanics. The cutting-edge formulations include cohesive zone models, the Extended Finite Element Method (XFEM), multi-scale computational homogenization, localization of damage, neural networks and data-driven techniques. This presentation is simple but efficient, enabling the reader to understand, select and apply appropriate methods through programming code or commercial finite element software. The book is suitable for undergraduate studies as a final year textbook and for MSc and PhD studies in structural, mechanical, aerospace engineering and material science, among others. Professionals in these fields will also be strongly benefited. An accompanying website provides MATLAB codes for two-dimensional finite element problems with contact, multi-scale (FE2) and non-linear XFEM analysis, data-driven and machine learning simulations.

Computational And Experimental Mechanics Of Advanced Materials

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Author : Vadim V. Silberschmidt
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-11-24

Computational And Experimental Mechanics Of Advanced Materials written by Vadim V. Silberschmidt and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-11-24 with Technology & Engineering categories.

Advanced materials play a crucial role in modern engineering applications where they are often exposed to complex loading and environmental conditions. In many cases, new approaches are needed to characterise these materials and to model their behaviour. Such approaches should be calibrated and validated by specific experimental techniques, quantifying both microstructural features and respective mechanisms at various length scales. The book provides an overview of modern modelling tools and experimental methods that can be employed to analyse and estimate properties and performance of advanced materials. A special feature of the book is the analysis of case studies used to demonstrate the strategies of solving the real-life problems, in which the microstructure of materials directly affects their response to loading and/or environmental conditions. The reader will benefit from a detailed analysis of various methods as well as their implementation for dealing with various advanced materials.

Continuum Models And Discrete Systems

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Author : François Willot
language : en
Publisher: Springer Nature
Release Date : 2024-09-23

Continuum Models And Discrete Systems written by François Willot and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-23 with Mathematics categories.

The present book contains the proceedings of the 14th International Symposium on Continuum Models and Discrete Systems (CMDS14) held in Paris in June 2023. It contains 21 contributions that cover a broad range of topics in the wide field of mechanics and physics of heterogeneous media for discrete and continuous systems, from image analysis to models of random structures and to homogenization. The sessions in the CMDS conference series cover, in particular, the modeling of complex heterogeneous systems and metamaterials, structures and composites with extreme properties, deformable solids with microstructures, generalized continua, fracture and defect dynamics, fatigue, design of structured and architectured materials, micro and nanostructures, thermodynamics, transport theory and multiphysics coupling and methods ranging from homogenization theories to optimal design and machine-learning frameworks. Papers in the present volume are organized according to the following six main topics: probabilistic models, homogenization, solid mechanics, architectured materials, optics and metamaterials, machine learning methods.

Climate Protection Resource Efficiency And Sustainable Engineering

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Author : Ilona Horwath
language : en
Publisher: transcript Verlag
Release Date : 2023-08-04

Climate Protection Resource Efficiency And Sustainable Engineering written by Ilona Horwath and has been published by transcript Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-04 with Social Science categories.

The big societal challenges, such as climate change and public health, call for innovative approaches to address them. The contributors of this book present new ways to tackle these challenges by inter- and transdisciplinary collaborations in light weight engineering. They introduce a framework for transdisciplinary collaboration, explore the potential of light weight engineering in the areas of climate protection, resource efficiency, and sustainable mobility. To do so, they exemplify results and limitations of transdisciplinary collaboration based on three case studies: the optimization of rescue tools, the re-design of products to foster re-use and recycling processes in companies and society, and the additive manufacturing of individualized assistive tools and prostheses.

Fiber Orientation Tensors And Mean Field Homogenization Application To Sheet Molding Compound

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Author : Bauer, Julian Karl
language : en
Publisher: KIT Scientific Publishing
Release Date : 2023-02-27

Fiber Orientation Tensors And Mean Field Homogenization Application To Sheet Molding Compound written by Bauer, Julian Karl and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-27 with Technology & Engineering categories.

Effective mechanical properties of fiber-reinforced composites strongly depend on the microstructure, including the fibers' orientation. Studying this dependency, we identify the variety of fiber orientation tensors up to fourth-order using irreducible tensors and material symmetry. The case of planar fiber orientation tensors, relevant for sheet molding compound, is presented completely. Consequences for the reconstruction of fiber distributions and mean field homogenization are presented.

Biomimetics Materials Structures And Processes

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Author : Petra Gruber
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-07-06

Biomimetics Materials Structures And Processes written by Petra Gruber and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-06 with Science categories.

The book presents an outline of current activities in the field of biomimetics and integrates a variety of applications comprising biophysics, surface sciences, architecture and medicine. Biomimetics as innovation method is characterised by interdisciplinary information transfer from the life sciences to technical application fields aiming at increased performance, functionality and energy efficiency. The contributions of the book relate to the research areas: - Materials and structures in nanotechnology and biomaterials - Biomimetic approaches to develop new forms, construction principles and design methods in architecture - Information and dynamics in automation, neuroinformatics and biomechanics Readers will be informed about the latest research approaches and results in biomimetics with examples ranging from bionic nano-membranes to function-targeted design of tribological surfaces and the translation of natural auditory coding strategies.