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Książka stanowi zbiór rozwiązań prawnych z zakresu compliance, kultury ryzyka oraz przedstawia sposób funkcjonowania organizacji zapewniający zgodność z prawem, wytycznymi i normami ISO. Opracowana przez cenionych praktyków, którzy wiedzą – dzięki swojemu doświadczeniu – jak ważne jest prawidłowe funkcjonowanie compliance i jak cenne jest odpowiednie zarządzanie i funkcjonowanie kultury ryzyka. Przedstawione w publikacji zagadnienia są odpowiedzią na zarządzanie ryzykiem zgodności w firmach oraz uwzględniają m.in.: AI, AML, cyberbezpieczeństwo, ESG, Whistleblowing. W książce została również w innowacyjny sposób przedstawiona mapa zarządzania ryzykiem, zaś ...
This book bridges the gap between risk assessment and fire safety engineering like few other resources. As all required knowledge for Probability and Statistics for Fire Engineering is included in the preliminary chapters, the book is suitable for teaching Fire Engineering components in a wide range of engineering courses for senior graduates and for postgraduate students of Fire Engineering. It will also serve as a comprehensive reference for professionals. This book describes the theory and the models involved in risk analysis, and includes case studies of multiple fire scenarios. Building fire safety and human behavioural responses to these scenarios show the benefits of risk-based fire safety design.
In The Carpathians, Patrice M. Dabrowski narrates how three highland ranges of the mountain system found in present-day Poland, Slovakia, and Ukraine were discovered for a broader regional public. This is a story of how the Tatras, Eastern Carpathians, and Bieszczady Mountains went from being terra incognita to becoming the popular tourist destinations they are today. It is a story of the encounter of Polish and Ukrainian lowlanders with the wild, sublime highlands and with the indigenous highlanders—Górale, Hutsuls, Boikos, and Lemkos—and how these peoples were incorporated into a national narrative as the territories were transformed into a native/national landscape. The set of microh...
This book explores the methodological and application developments of network design in transportation and logistics. It identifies trends, challenges and research perspectives in network design for these areas. Network design is a major class of problems in operations research where network flow, combinatorial and mixed integer optimization meet. The analysis and planning of transportation and logistics systems continues to be one of the most important application areas of operations research. Networks provide the natural way of depicting such systems, so the optimal design and operation of networks is the main methodological area of operations research that is used for the analysis and pla...
This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental concepts before neural networks are explained thoroughly. It then provides an overview of current topics in physics and engineering, setting the stage for the book’s main topics: physics-informed neural networks and the deep energy method. The idea of the book is to provide the basic concepts in a mathematically sound manner and yet to stay as simple as possible. To achieve this goal, mostly one-dimensional examples are investigated, such as approximating functions by neural networks or the simulation of the temperature’s evolution in a one-dimensional bar. Each chapter contains examples and exercises which are either solved analytically or in PyTorch, an open-source machine learning framework for python.
Through original and incisive contributions from leading scholars, this book applies economics and other rational choice methods to an understanding of public international law, providing a bird’s eye view of some of its most fundamental elements from the perspective of economics. The chapters cover a range of topics, beginning with the building blocks of the nation state and continuing with the sources and the enforcement of international law and its various applications and extensions. The application of economic analysis to public international law is still in its formative stages and Economic Analysis of International Law provides a useful overview, as well as setting directions for new research. This volume provides a path through recent literature while identifying new areas and issues for research, making it an invaluable resource for scholars of public international law.
Winner of the Third Neu-Whitrow Prize (2021) granted by the Commission on Bibliography and Documentation of IUHPS-DHST Additional background information This book provides bibliographic information, ownership records, a detailed worldwide census and a description of the handwritten annotations for all the surviving copies of the 1543 and 1555 editions of Vesalius’ De humani corporis fabrica. It also offers a groundbreaking historical analysis of how the Fabrica traveled across the globe, and how readers studied, annotated and critiqued its contents from 1543 to 2017. The Fabrica of Andreas Vesalius sheds a fresh light on the book’s vibrant reception history and documents how physicians, artists, theologians and collectors filled its pages with copious annotations. It also offers a novel interpretation of how an early anatomical textbook became one of the most coveted rare books for collectors in the 21st century.
This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other machine learning method in computational mechanics. Part II highlights the applications of neural networks to a variety of problems of computational mechanics. The final chapter gives perspectives to the applications of the deep learning to computational mechanics.
Numerical Linear Algebra with Julia provides in-depth coverage of fundamental topics in numerical linear algebra, including how to solve dense and sparse linear systems, compute QR factorizations, compute the eigendecomposition of a matrix, and solve linear systems using iterative methods such as conjugate gradient. Julia code is provided to illustrate concepts and allow readers to explore methods on their own. Written in a friendly and approachable style, the book contains detailed descriptions of algorithms along with illustrations and graphics that emphasize core concepts and demonstrate the algorithms. Numerical Linear Algebra with Julia is a textbook for advanced undergraduate and graduate students in most STEM fields and is appropriate for courses in numerical linear algebra. It may also serve as a reference for researchers in various fields who depend on numerical solvers in linear algebra.