Bayesian Optimization for Materials Science, Daniel Packwood
Автор: Stephen Boyd Название: Convex Optimization ISBN: 0521833787 ISBN-13(EAN): 9780521833783 Издательство: Cambridge Academ Рейтинг: Цена: 119670.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The focus of this book is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. It contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance and economics.
Автор: Xia Liang Название: Multiscale Structural Topology Optimization ISBN: 1785481002 ISBN-13(EAN): 9781785481000 Издательство: Elsevier Science Рейтинг: Цена: 77470.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Multiscale Structural Topology Optimization discusses the development of a multiscale design framework for topology optimization of multiscale nonlinear structures. With the intention to alleviate the heavy computational burden of the design framework, the authors present a POD-based adaptive surrogate model for the RVE solutions at the microscopic scale and make a step further towards the design of multiscale elastoviscoplastic structures. . Various optimization methods for structural size, shape, and topology designs have been developed and widely employed in engineering applications. Topology optimization has been recognized as one of the most effective tools for least weight and performance design, especially in aeronautics and aerospace engineering. . This book focuses on the simultaneous design of both macroscopic structure and microscopic materials. In this model, the material microstructures are optimized in response to the macroscopic solution, which results in the nonlinearity of the equilibrium problem of the interface of the two scales. The authors include a reduce database model from a set of numerical experiments in the space of effective strain.
Автор: Jacob Engwerda Название: LQ Dynamic Optimization and Differential Games ISBN: 0470015241 ISBN-13(EAN): 9780470015247 Издательство: Wiley Рейтинг: Цена: 119270.00 T Наличие на складе: Нет в наличии. Описание: "Linear Quadratic Differential Games" is an assessment of the state of the art in its field and modern book on linear-quadratic game theory, one of the most commonly used tools for modelling and analysing strategic decision making problems in economics and management.
Автор: Carter C Barry Название: Ceramic Materials ISBN: 1461435226 ISBN-13(EAN): 9781461435228 Издательство: Springer Рейтинг: Цена: 88470.00 T Наличие на складе: Нет в наличии. Описание: Ceramic Materials: Science and Engineering is an up-to-date treatment of ceramic science, engineering, and applications in a single, comprehensive text.
Автор: Maciej Pietrzyk Название: Computational Materials Engineering ISBN: 0124167071 ISBN-13(EAN): 9780124167070 Издательство: Elsevier Science Рейтинг: Цена: 132500.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Computational Materials Engineering: Achieving High Accuracy and Efficiency in Metals Processing Simulations describes the most common computer modeling and simulation techniques used in metals processing, from so-called "fast" models to more advanced multiscale models, also evaluating possible methods for improving computational accuracy and efficiency.
Beginning with a discussion of conventional fast models like internal variable models for flow stress and microstructure evolution, the book moves on to advanced multiscale models, such as the CAFE method, which give insights into the phenomena occurring in materials in lower dimensional scales.
The book then delves into the various methods that have been developed to deal with problems, including long computing times, lack of proof of the uniqueness of the solution, difficulties with convergence of numerical procedures, local minima in the objective function, and ill-posed problems. It then concludes with suggestions on how to improve accuracy and efficiency in computational materials modeling, and a best practices guide for selecting the best model for a particular application.
Presents the numerical approaches for high-accuracy calculations
Provides researchers with essential information on the methods capable of exact representation of microstructure morphology
Helpful to those working on model classification, computing costs, heterogeneous hardware, modeling efficiency, numerical algorithms, metamodeling, sensitivity analysis, inverse method, clusters, heterogeneous architectures, grid environments, finite element, flow stress, internal variable method, microstructure evolution, and more
Discusses several techniques to overcome modeling and simulation limitations, including distributed computing methods, (hyper) reduced-order-modeling techniques, regularization, statistical representation of material microstructure, and the Gaussian process
Covers both software and hardware capabilities in the area of improved computer efficiency and reduction of computing time
Автор: Guzzella, Lino et al Название: Modeling and Optimization of Vehicle Propulsion Systems ISBN: 3540251952 ISBN-13(EAN): 9783540251958 Издательство: Springer Цена: 69830.00 T Наличие на складе: Нет в наличии. Описание: In this book the longitudinal behavior of road vehicles is analyzed. The main emphasis is on the analysis and minimization of the fuel and energy consumption. Most approaches to this problem enhance the complexity of the vehicle system by adding components such as electrical motors or storage devices. Such a complex system can only be designed by means of mathematical models. This text gives an introduction to the modeling and optimization problems typically encountered when designing new propulsion systems for passenger cars. It is intended for persons interested in the analysis and optimization of classical and novel vehicle propulsion systems. Its focus lies on the control-oriented mathematical description of the physical processes and on the model-based optimization of the system structure and of the supervisory control algorithms. This text has evolved from a lecture series at ETH Zurich. Prerequisites are general engineering topics and a first course in optimal control theory.
Автор: Sundaram, Rangarajan K. Название: A First Course in Optimization Theory ISBN: 0521497701 ISBN-13(EAN): 9780521497701 Издательство: Cambridge Academ Рейтинг: Цена: 45410.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book, first published in 1996, introduces students to optimization theory and its use in economics and allied disciplines.
Автор: Burczynski Название: Multiscale Modelling and Optimization of Materials and Structures ISBN: 1119975921 ISBN-13(EAN): 9781119975922 Издательство: Wiley Рейтинг: Цена: 119270.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Addresses the topical, crucial and original subject of parameter identification and optimization within multiscale modeling methods. This book presents an area of research that enables the design of materials and structures with better quality, strength and performance parameters. It describes micro and nano scale models along with case studies.
Автор: Martin Philip Bendsoe; Niels Olhoff; Ole Sigmund Название: IUTAM Symposium on Topological Design Optimization of Structures, Machines and Materials ISBN: 9048171822 ISBN-13(EAN): 9789048171828 Издательство: Springer Рейтинг: Цена: 325160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The papers cover the application of topological design optimization to fluid-solid interaction problems, acoustics problems, and to problems in biomechanics, as well as to other multiphysics problems.
Автор: Mu?oz-Rojas Название: Computational Modeling, Optimization and Manufacturing Simulation of Advanced Engineering Materials ISBN: 3319042645 ISBN-13(EAN): 9783319042640 Издательство: Springer Рейтинг: Цена: 139310.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This volume presents recent research work focused in the development of adequate theoretical and numerical formulations to describe the behavior of advanced engineering materials. Particular emphasis is devoted to applications in the fields of biological tissues, phase changing and porous materials, polymers and to micro/nano scale modeling. Sensitivity analysis, gradient and non-gradient based optimization procedures are involved in many of the chapters, aiming at the solution of constitutive inverse problems and parameter identification. All these relevant topics are exposed by experienced international and inter institutional research teams resulting in a high level compilation. The book is a valuable research reference for scientists, senior undergraduate and graduate students, as well as for engineers acting in the area of computational material modeling.
Автор: Chong Xiao Название: Synthesis and Optimization of Chalcogenides Quantum Dots Thermoelectric Materials ISBN: 3662496151 ISBN-13(EAN): 9783662496152 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This thesis focuses onchalcogenide compoundquantum dots with special crystal structures and behaviors inan effort to achieve the synergistic optimization of electrical andthermal transport for high-efficiency thermoelectric materials.
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