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Data Technology In Materials Modelling

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Data Technology In Materials Modelling

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Author : Martin Thomas Horsch
language : en
Publisher: Springer Nature
Release Date : 2021-03-19

Data Technology In Materials Modelling written by Martin Thomas Horsch and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-19 with Technology & Engineering categories.

This open access book discusses advances in semantic interoperability for materials modelling, aiming at integrating data obtained from different methods and sources into common frameworks, and facilitating the development of platforms where simulation services in computational molecular engineering can be provided as well as coupled and linked to each other in a standardized and reliable way. The Virtual Materials Marketplace (VIMMP), which is open to all service providers and clients, provides a framework for offering and accessing such services, assisting the uptake of novel modelling and simulation approaches by SMEs, consultants, and industrial R&D end users. Semantic assets presented include the EngMeta metadata schema for research data infrastructures in simulation-based engineering and the collection of ontologies from VIMMP, including the ontology for simulation, modelling, and optimization (OSMO) and the VIMMP software ontology (VISO).

Data Technology In Materials Modelling

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Author : Martin Horsch
language : en
Publisher:
Release Date : 2021

Data Technology In Materials Modelling written by Martin Horsch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Electronic books categories.

Fundamentals Of Materials Modelling For Metals Processing Technologies Theories And Applications

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Author : Jianguo Lin
language : en
Publisher: World Scientific Publishing Company
Release Date : 2015-03-24

Fundamentals Of Materials Modelling For Metals Processing Technologies Theories And Applications written by Jianguo Lin and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-24 with Technology & Engineering categories.

This book provides a comprehensive introduction to the unique theory developed over years of research on materials and process modelling and its application in metal forming technologies. It starts with the introduction of fundamental theories on the mechanics of materials, computational mechanics and the formulation of unified constitutive equations. Particular attention is paid to elastic-plastic formulations for cold metal forming and unified elastic-viscoplastic constitutive equations for warm/hot metals processing. Damage in metal forming and numerical techniques to solve and determine the unified constitutive equations are also detailed. Examples are given for the application of the unified theories to solve practical problems encountered in metal forming processes. This is particularly useful to predict microstructure evolution in warm/hot metal forming processes. Crystal plasticity theories and modelling techniques with their applications in micro-forming are also introduced in the book.The book is self-contained and unified in presentation. The explanations are highlighted to capture the interest of curious readers and complete enough to provide the necessary background material to further explore/develop new theories and applications.

Data Driven Evolutionary Modeling In Materials Technology

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Author : Nirupam Chakraborti
language : en
Publisher: CRC Press
Release Date : 2022-09-15

Data Driven Evolutionary Modeling In Materials Technology written by Nirupam Chakraborti and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-15 with Technology & Engineering categories.

Due to efficacy and optimization potential of genetic and evolutionary algorithms, they are used in learning and modeling especially with the advent of big data related problems. This book presents the algorithms and strategies specifically associated with pertinent issues in materials science domain. It discusses the procedures for evolutionary multi-objective optimization of objective functions created through these procedures and introduces available codes. Recent applications ranging from primary metal production to materials design are covered. It also describes hybrid modeling strategy, and other common modeling and simulation strategies like molecular dynamics, cellular automata etc. Features: Focuses on data-driven evolutionary modeling and optimization, including evolutionary deep learning. Include details on both algorithms and their applications in materials science and technology. Discusses hybrid data-driven modeling that couples evolutionary algorithms with generic computing strategies. Thoroughly discusses applications of pertinent strategies in metallurgy and materials. Provides overview of the major single and multi-objective evolutionary algorithms. This book aims at Researchers, Professionals, and Graduate students in Materials Science, Data-Driven Engineering, Metallurgical Engineering, Computational Materials Science, Structural Materials, and Functional Materials.

Data Analytics And Management In Data Intensive Domains

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Author : Alexander Sychev
language : en
Publisher: Springer Nature
Release Date : 2021-07-15

Data Analytics And Management In Data Intensive Domains written by Alexander Sychev and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-15 with Computers categories.

This book constitutes the post-conference proceedings of the 22nd International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2020, held in Voronezh, Russia, in October 2020*. The 16 revised full papers and two keynotes were carefully reviewed and selected from 60 submissions. The papers are organized in the following topical sections: data Integration, conceptual models and ontologies; data management in semantic web; data analysis in medicine; data analysis in astronomy; information extraction from text. * The conference was held virtually due to the COVID-19 pandemic.

Designing The Conceptual Landscape For A Xair Validation Infrastructure

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Author : Fadi Al Machot
language : en
Publisher: Springer Nature
Release Date : 2025-05-15

Designing The Conceptual Landscape For A Xair Validation Infrastructure written by Fadi Al Machot and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-15 with Computers categories.

This book focuses on explainable-AI-ready (XAIR) data and models, offering a comprehensive perspective on the foundations needed for transparency, interpretability, and trust in AI systems. It introduces novel strategies for metadata structuring, conceptual analysis, and validation frameworks, addressing critical challenges in regulation, ethics, and responsible machine learning. Furthermore, it highlights the importance of standardized documentation and conceptual clarity in AI validation, ensuring that systems remain transparent and accountable. Aimed at researchers, industry professionals, and policymakers, this resource provides insights into AI governance and reliability. By integrating perspectives from applied ontology, epistemology, and AI assessment, it establishes a structured framework for developing robust, trustworthy, and explainable AI technologies.

High Tech Concrete Where Technology And Engineering Meet

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Author : D.A. Hordijk
language : en
Publisher: Springer
Release Date : 2017-06-08

High Tech Concrete Where Technology And Engineering Meet written by D.A. Hordijk and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-08 with Technology & Engineering categories.

This book contains the proceedings of the fib Symposium “High Tech Concrete: Where Technology and Engineering Meet”, that was held in Maastricht, The Netherlands, in June 2017. This annual symposium was organised by the Dutch Concrete Association and the Belgian Concrete Association. Topics addressed include: materials technology, modelling, testing and design, special loadings, safety, reliability and codes, existing concrete structures, durability and life time, sustainability, innovative building concepts, challenging projects and historic concrete, amongst others. The fib (International Federation for Structural Concrete) is a not-for-profit association committed to advancing the technical, economic, aesthetic and environmental performance of concrete structures worldwide.

Composite Materials And Joining Technologies For Composites Volume 7

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Author : Eann Patterson
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-09-18

Composite Materials And Joining Technologies For Composites Volume 7 written by Eann Patterson 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 2012-09-18 with Technology & Engineering categories.

Composite Materials and the First International Symposium on Joining Technologies for Composites, Volume 7: Proceedings of the 2012 Annual Conference on Experimental and Applied Mechanics represents one of seven volumes of technical papers presented at the Society for Experimental Mechanics SEM 12th International Congress & Exposition on Experimental and Applied Mechanics, held at Costa Mesa, California, June 11-14, 2012. The full set of proceedings also includes volumes on Dynamic Behavior of Materials, Challenges in Mechanics of Time -Dependent Materials and Processes in Conventional and Multifunctional Materials, Imaging Methods for Novel Materials and Challenging Applications, Experimental and Applied Mechanics, Mechanics of Biological Systems and Materials and, MEMS and Nanotechnology.

Mineral Materials Modeling

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Author : William A. Vogely
language : en
Publisher: Routledge
Release Date : 2015-09-16

Mineral Materials Modeling written by William A. Vogely and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-16 with Nature categories.

Originally published in 1976, this study was undertaken to fill a gap in knowledge about non-fuel resources and the advantages and disadvantages of specific methodologies of analysing material modelling. Mineral Materials Modeling examines the influence of factors such as raw material price and availability, technological aspects and related environmental questions in relation to both economic and mathematical models. The results are particularly helpful in terms of forecasting, policy development and decision-making about mineral materials as well as assessing the usefulness of different types of model. This title will be of interest to students of Environmental Studies as well as policy makers and professionals.

Nonstationary Systems Theory And Applications

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Author : Fakher Chaari
language : en
Publisher: Springer Nature
Release Date : 2021-07-21

Nonstationary Systems Theory And Applications written by Fakher Chaari and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-21 with Technology & Engineering categories.

This book offers an overview of current and recent methods for the analysis of the nonstationary processes, focusing on cyclostationary systems that are ubiquitous in various application fields. Based on the 13th Workshop on Nonstationary Systems and Their Applications, held on February 3-5, 2020, in Grodek nad Dunajcem, Poland, the book merges theoretical contributions describing new statistical and intelligent methods for analyzing nonstationary processes, and applied works showing how the proposed methods can be implemented in practice and do perform in real-world case studies. A significant part of the book is dedicated to nonstationary systems applications, with a special emphasis on those in condition monitoring.

Data Technology In Materials Modelling

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