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An Introduction to Compressed Sensing
Compressed sensing is a relatively recent area of research that refers to the recovery of high-dimensional but low-complexity objects from a limited number of measurements. The topic has applications to signal/image processing and computer algorithms, and it draws from a variety of mathematical techniques such as graph theory, probability theory, linear algebra, and optimization. The author presents significant concepts never before discussed as well as new advances in the theory, providing an in-depth initiation to the field of compressed sensing. An Introduction to Compressed Sensing contains substantial material on graph theory and the design of binary measurement matrices, which is missi...
Uncertainty Quantification
Uncertainty quantification serves a fundamental role when establishing the predictive capabilities of simulation models. This book provides a comprehensive and unified treatment of the mathematical, statistical, and computational theory and methods employed to quantify uncertainties associated with models from a wide range of applications. Expanded and reorganized, the second edition includes advances in the field and provides a comprehensive sensitivity analysis and uncertainty quantification framework for models from science and engineering. It contains new chapters on random field representations, observation models, parameter identifiability and influence, active subspace analysis, and s...
A First Course in Numerical Methods
Offers students a practical knowledge of modern techniques in scientific computing.
Context
Demonstrates how a building's setting should inform and inspire rather than constrain architectural design Context-Architecture and the Genius of Place is a highly engaging, informative discussion of context in architectural theory and practice. Eric Parry, one of the UK's most highly regarded architects — whose work has been widely lauded for its innovative response to its setting — addresses the contemporary definition of context and its importance for sustainable everyday living and urban design. Looking beyond the formal agenda to explore the fundamentals that give new social and cultural perspective to this vital point of departure for designers, this book turns the urban statistici...
Site and Composition
Site and Composition examines design strategies and tactics in site making. It is concerned with the need for a renewed understanding of the site in the twenty-first century and the need for a critical position regarding the continued tendency to view the site as an isolated ‘fragment’ severed from its wider context. The book argues revisiting the traditional instruments or means of both siting and composition in Architecture to explore their true potential in achieving connections between site and context. Through the various examples studied here it is suggested that such instrumental means have the potential for achieving greater poetic outcomes. The book focuses on the works of twent...
Design Engineering Refocused
The contents of the book will highlight the differences between the design and engineering disciplines – strengths and flaws. It will also illustrate examples of interdisciplinary interactions. Any false dichotomies will be revealed and the many non-linear processes borne out of challenging conventions between traditional and new modes of practice will be revealed. Projects based on a body of experience spanning many years will be selected to support experimentation that goes beyond an undisciplined search for originality, innovation and creativity. In addition to writings from Hanif Kara and Daniel Bosia contributions will be sought from specialists in the field who have played a role in ...
Drawing and Reinventing Landscape
How to tackle representation in landscape design Representation is a hot topic in landscape architecture. While computerization has been a catalyst for change across many fields in design, no other design field has experienced such drastic reinvention as has landscape architecture. As the world urbanizes rapidly and our relationship with nature changes, it is vitally important that landscape designers adopt innovative forms of representation—whether digital, analog, or hybrid. In this book, author Diana Balmori explores notions of representation in the discipline at large and across time. She takes readers from landscape design's roots in seventeenth-century France and eighteenth-century E...
Interpolatory Methods for Model Reduction
Dynamical systems are a principal tool in the modeling, prediction, and control of a wide range of complex phenomena. As the need for improved accuracy leads to larger and more complex dynamical systems, direct simulation often becomes the only available strategy for accurate prediction or control, inevitably creating a considerable burden on computational resources. This is the main context where one considers model reduction, seeking to replace large systems of coupled differential and algebraic equations that constitute high fidelity system models with substantially fewer equations that are crafted to control the loss of fidelity that order reduction may induce in the system response. Int...
Applications
An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This three-volume handbook covers methods as well as applications. This third volume focuses on applications in engineering, biomedical engineering, computational physics and computer science.
Computation Works
Architects are now taking advantage of the computer in new ways through experimentation with algorithmic and simulation-driven design. Computation Works: The Building of Algorithmic Thought focuses on this emerging theme in design practice, showcasing built and soon-to-be-built projects and providing a state of the art in computational design. Computational design is considered to be first a design tool, and second a series of instruments that can be applied in the creation of architecture. It allows architects to incorporate performance analysis and knowledge about material, tectonics and the parameters of production machinery. Moving towards a new role as hybrid practitioners, architects a...
