Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces PDF Download

Author: Pascal Laube
Publisher: Springer Nature
ISBN: 365829017X
Category : Computers
Languages : en
Pages : 161

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Book Description
Pascal Laube presents machine learning approaches for three key problems of reverse engineering of defective structured surfaces: parametrization of curves and surfaces, geometric primitive classification and inpainting of high-resolution textures. The proposed methods aim to improve the reconstruction quality while further automating the process. The contributions demonstrate that machine learning can be a viable part of the CAD reverse engineering pipeline.

Author: Josef Kallrath
Publisher: Springer Nature
ISBN: 3030732371
Category : Business & Economics
Languages : en
Pages : 653

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Book Description
This book presents a structured approach to formulate, model, and solve mathematical optimization problems for a wide range of real world situations. Among the problems covered are production, distribution and supply chain planning, scheduling, vehicle routing, as well as cutting stock, packing, and nesting. The optimization techniques used to solve the problems are primarily linear, mixed-integer linear, nonlinear, and mixed integer nonlinear programming. The book also covers important considerations for solving real-world optimization problems, such as dealing with valid inequalities and symmetry during the modeling phase, but also data interfacing and visualization of results in a more and more digitized world. The broad range of ideas and approaches presented helps the reader to learn how to model a variety of problems from process industry, paper and metals industry, the energy sector, and logistics using mathematical optimization techniques.

Author: M. Ozgur Seydibeyoglu
Publisher: Woodhead Publishing
ISBN: 0081009933
Category : Technology & Engineering
Languages : en
Pages : 338

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Book Description
Fiber Technology for Fiber-Reinforced Composites provides a detailed introduction to fiber reinforced composites, explaining the mechanics of fiber reinforced composites, along with information on the various fiber types, including manufacturing of fibers (starting from monomers and precursors), fiber spinning techniques, testing of fibers, and surface modification of fibers. As material technologies develop, composite materials are becoming more and more important in transportation, construction, electronics, sporting goods, the defense industry, and other areas of research. Many engineers working in industry and academics at universities are trying to manufacture composite materials using a limited number of fiber types with almost no information on fiber technology, fiber morphology, fiber properties, and fiber sizing agents. This book fills that gap in knowledge. Unique in that it focuses on a broad range of different fiber types used in composites manufacturing Contains contributions from leading experts working in both industry and academia Provides comprehensive coverage on both natural and nanofibers

Author: Andreas Wagner
Publisher: Springer
ISBN: 3319614649
Category : Technology & Engineering
Languages : en
Pages : 333

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Book Description
This book is the first to comprehensively cover research methods for building occupant behavior. As this is of growing importance for building design and for building performance optimization, the book aims to provide a sound scientific basis for experimental studies in this field. It introduces the reader to fundamental questions about the topic and unfolds the different fields related to occupant actions and comfort. This is followed by more general questions about developing an appropriate research method and experimental design. A comprehensive overview of sensors for monitoring environmental and also behavioral and action-related quantities helps to set up an experiment. In this context, different experimental environments and data collection methods (in-situ, laboratories, surveys) are introduced and discussed in terms of their suitability for the respective research question. Furthermore, data management and reporting is addressed. The book concludes with fundamental challenges in conducting occupant studies, with chapters on ground truth, ethics and privacy.

Author: Martin Ochmann
Publisher: Springer Nature
ISBN: 9813360402
Category : Technology & Engineering
Languages : en
Pages : 247

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Book Description
This book highlights the mathematical and physical properties of acoustical sources with singularities located in the complex plane and presents the application of such special elements to solve acoustical radiation and scattering problems. Sources whose origin lies in the complex plane are also solutions of the wave equation but possess different radiating properties as their counterparts with real positions. Such mathematical constructions are known in the fields of optics and electrodynamics, but they are not common in acoustical research. The objective of the book is to introduce this concept to acousticians and motivate them to engage themselves in further research and application of complex sources. Such sources are particularly useful to formulate Green’s functions and related equivalent source and boundary element methods in half-spaces.

Author: Linda Schumacher
Publisher: Springer Nature
ISBN: 3030489620
Category : Law
Languages : en
Pages : 361

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Book Description
This work investigates law as an instrument to deal with the challenges of sea level rise. As the two countries chosen as examples differ significantly in their adaptation strategies and the corresponding legal regulations, the author presents general ideas on how any legal framework facing similar challenges could be improved. In particular, (flood) risk assessments, coastal defences and flood-resistant design as well as spatial and land use planning are discussed, including managed retreat. Moreover, conflicts as well as potential synergies of coastal adaptation and nature conservation are examined.Due to the thorough analysis this book is not just an essential read for policymakers and researchers interested in the coastal area but climate change adaptation in general as many general findings are transferrable to other impacts.

Author: Floriana Cerniglia
Publisher: Open Book Publishers
ISBN: 1800640145
Category : Business & Economics
Languages : en
Pages : 166

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Book Description
This outlook provides a focused assessment of the state of public capital in the major European countries and identifies areas where public investment could contribute more to stable and sustainable growth. A European Public Investment Outlook brings together contributions from a range of international authors from diverse intellectual and professional backgrounds, providing a valuable resource for the policy-making community in Europe to feed their discussion on public investment. The volume both offers sector-specific advice and highlights larger areas which should be prioritized in the policy debate (from transport to social capital, R&D and the environment). The Outlook is structured into two parts: the chapters of Part I respectively explore public investment trends in France, Germany, Italy, Spain and Europe as a whole, and illuminate how the legacy of the 2008 Global Financial Crisis is one of insufficient public investment. Part II investigates some areas into which resources could be channelled to reverse the recent trend and provide European economies with an adequate public capital stock. The essays in this outlook collectively foster a broad approach to and definition of public investment, that is today more relevant than ever. Offering up a timely and clear case for the elimination of bias against investment in European fiscal rules, this outlook is a welcome contribution to the European debate, aimed both at policy makers and general readers.

Author: Michael Windzio
Publisher: Springer Nature
ISBN: 3030834034
Category : Political Science
Languages : en
Pages : 279

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Book Description
This open access book analyses the global diffusion of social policy as a process driven by multiplex ties between countries in global social networks. The contributions analyze links between countries via global trade, colonial history, similarity in culture, and spatial proximity. Networks are viewed as the structural backbone of the diffusion process, and diffusion is anlaysed via several subfields of social policy, in order to interrogate which network dimensions drive this process. The focus is on a global perspective of social policy diffusion via networks, and it is the first book to explicitly follow this macro-quantitative perspective on diffusion at a global scale whilst also comparing different networks. The collection tests the network structures in terms of their relevance to the diffusion process in different subfields of social policy such as old age and survivor pensions, labor and labor markets, health and long-term care, education and training, and family and gender policy. The book will therefore be invaluable to students and researchers of global social policy, sociology, political science, international relations, organization theory and economics.

Author: OECD
Publisher: OECD Publishing
ISBN: 9264904646
Category :
Languages : en
Pages : 252

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Book Description
How might digital technology and notably smart technologies based on artificial intelligence (AI), learning analytics, robotics, and others transform education? This book explores such question. It focuses on how smart technologies currently change education in the classroom and the management of educational organisations and systems.

Author: Andrew Thatcher
Publisher: CRC Press
ISBN: 1351269666
Category : Nature
Languages : en
Pages : 358

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Book Description
This book deals with the central question of how human factors and ergonomics (HFE) might contribute to solutions for the more sustainable development of our world. The contents of the book are highly compatible with the recent political agenda for sustainable development as well as with sustainability research from other disciplines.The book aims to summarize and profile the various empirical and theoretical work arising from the field of “Human Factors and Sustainable Development” in the last decade. The book gives a systematic overview of relevant theoretical concepts, their underlying philosophies, as well as global application fields and case studies.