Freshly Printed - allow 7 days lead
Couldn't load pickup availability
Multiscale Modelling and Optimisation of Materials and Structures
Tadeusz Burczynski (Author), Maciej Pietrzyk (Author), Waclaw Kus (Author), Lukasz Madej (Author), Adam Mrozek (Author), Lukasz Rauch (Author)
9781119975922, Wiley
Hardback, published 30 June 2022
320 pages
24.4 x 16.8 x 2.4 cm, 0.765 kg
Addresses the very topical, crucial and original subject of parameter identification and optimization within multiscale modeling methods Multiscale Modelling and Optimization of Materials and Structures presents an important and challenging area of research that enables the design of new materials and structures with better quality, strength and performance parameters as well as the creation of reliable models that take into account structural, material and topological properties at different scales. The authors’ approach is four-fold; 1) the basic principles of micro and nano scale modeling techniques; 2) the connection of micro and/or nano scale models with macro simulation software; 3) optimization development in the framework of multiscale engineering and the solution of identification problems; 4) the computer science techniques used in this model and advice for scientists interested in developing their own models and software for multiscale analysis and optimization. The authors present several approaches such as the bridging and homogenization methods, as well as the general formulation of complex optimization and identification problems in multiscale modelling. They apply global optimization algorithms based on robust bioinspired algorithms, proposing parallel and multi-subpopulation approaches in order to speed-up computations, and discuss several numerical examples of multiscale modeling, optimization and identification of composite and functionally graded engineering materials and bone tissues. Multiscale Modelling and Optimization of Materials and Structures is thereby a valuable source of information for young scientists and students looking to develop their own models, write their own computer programs and implement them into simulation systems.
Preface ix 1 Introduction to Multiscale Modelling and Optimization 1 2 Modelling of Phenomena 9 3 Computational Methods 81 4 Preparation of Material Representation 143 5 Examples of Multiscale Simulations 189 6 Optimization and Identification in Multiscale Modelling 219 7 Computer Implementation Issues 261 8 Concluding Remarks 293 Index
Biography xi
1.1 Multiscale Modelling 2
1.2 Optimization 6
1.3 Contents of the Book 7
2.1 Physical Phenomena in Nanoscale 9
2.2 Physical Phenomena in Microscale 22
3.1 Computational Methods for Continuum 81
3.2 Computational Methods for Nano and Micro 101
3.3 Methods of Optimization 127
4.1 Generation of Nanostructures 143
4.2 Microstructure 160
5.1 Classification of Multiscale Modelling Methods 189
5.2 Case Studies 196
6.1 Multiscale Optimization 220
6.2 Identification in Multiscale Modelling 242
7.1 Interactions Between the Analysis and Optimization Solutions 261
7.2 Visualization of Large Data Sets 265
Subject Areas: Mechanical engineering & materials [TG]
