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Heidarzadeh M: A Practical Approach to
Advanced Mathematical Modelling in Civi

A Practical Approach to Advanced Mathematical Modelling in Civil Engineering

Strategic guide for implementing and developing digital twin products, with real-world case studies from different industries Infrastructure Digital Twins is an instructive and practical guide that offers tools on incorporating digital twins into existing processes, illustrated by real-world case studies across diverse sectors. Emphasizing the intersections of digital twin technology, sustainability, and cutting-edge software inventions, this book uncovers the potential to accelerate the global journey toward carbon neutrality and the United Nations Sustainable Development Goals. Written by a an esteemed author, Infrastructure Digital Twins approaches the topic by discussing: <ul> <li>Ground-breaking applications of digital twin technology demonstrated through real-world examples in transportation, construction, aviation, manufacturing, and healthcare sectors, bringing to light the transformative potential of emerging tech in these industries. </li> <li>Advantages offered by the confluence of digital twin technology and modern software engineering tools, including generative Artificial Intelligence (AI), enhanced interoperability and sophisticated relationship mapping between static and dynamic entities. </li> <li>Advanced semantics to leverage AI and data analytics, thus enabling accurate predictions of future scenarios, illuminating the path towards smarter, sustainable cities and infrastructure.</li> <li>Current challenges and future solutions for digital twin adoption in sustainable asset maintenance and management, focusing on innovative strategies to seamlessly develop digital twin products </li></ul>Diving into a subject of growing significance across industries, Infrastructure Digital Twins serves as an essential guide for practicing professionals and executive engineering leaders. It is also applicable for technologists and entrepreneurs, as well as it can serve as a textbook for graduate-level courses focusing on digital twin applications, machine learning, and the emerging landscape of tech innovation in infrastructure sustainability.

Applications in Engineering, Aviation, and Facilities Management

Infrastructure Digital Twins

This text focuses on the parts of stochastic theory that are particularly relevant to applications. It begins with a description of Brownian motion and the associated stochastic calculus, including the relationship to partial differential equations. It then solves stochastic differential equations by a variety of methods. The author also studies in detail the one-dimensional case. The book concludes with a treatment of semigroups and generators, applying the theory of Harris chains to diffusions as well as weak convergence of Markov chains to diffusions.

An Elementary Introduction Emphasizing Applications

Stochastic Calculus

While the field of Deep Learning has been advancing at frightening speeds during the last ten years, we do not have a plausible theoretical explanation of its success yet. One can safely say that Deep Learning works, but nobody really understands why. Nevertheless, starting around five years before now, a decent number of theoretical papers specifically concerning neural nets started to emerge at top machine learning venues. This makes us think that the core of Deep Learning theory has already started to crystallize.The goal of the present book is to present these core concepts of Deep Learning theory to readers so that they could directly dive into recent papers of this area. For this purpose, each chapter elaborates a simple model or a classical result in details first and then discusses possible generalizations and more recent developments of the same idea.We have to warn the reader that the present book is not a mathematical manuscript. Not all results here are stated as formal theorems and not all theorems are provided with complete and rigorous proofs. Many of the theorems of the book are proven up to some technical lemmas, while for some there is only a proof sketch. This conforms with the main idea of the book: present and illustrate concepts rather than reproduce all the results.The book, in its present form, covers the following topics: uniform generalization bounds, PAC-bayesian generalization bounds, double descent phenomena, infinitely-wide networks, implicit bias of gradient descent, loss landscape, gradient descent convergence guarantees, and initialization strategies.

Elements Of Deep Learning Theory

Most of us need to find a job after finishing architecture school. Get Practiced is a guide for getting the first five years of your career underway. Whether a student or a recent graduate, you have the skills and training you need. Why settle for the first job you can get? Through practical exercises and first hand accounts, Get Practiced provides you the information you need to create your own professional-development plan, as well as ensure that you can execute it. Although it's impossible to predict exactly how your career will turn out, it's entirely possible to shape and craft it. This book explains how to become a productive and successful professional even before you have graduated. For those interested in making a change from your current job or gaining a specialty, Get Practiced offers interviews, case studies, and examples that illustrate the importance of focusing your professional objectives, building networks, and how to generate tangible evidence that effectively transmits your abilities. You will use your skills as a learned to become a producer. Exercises include- Make a list of your benchmarks- Apply to one non-job related post- Interview a mentor- Write your own studio brief- Conduct a 48-hour charrette project with some friendsGet Practiced sections examine all scales of formative design production:- The US-based firm with four partners from Columbia, Egypt, Canada, and the US who are conducting curatorial projects in Boston, large-scale urban design projects in the Middle East, and building houses in Guatemala- The German/American industrial design partnership in London, who recently completed an artist-in-residence at the the Victoria and Albert Museum- The Portuguese architect and writer who is now the curator of Contemporay Architecture at the Museum of Modern Art- The Connecticut architect and businessman who moved from New York City to head Bruce Mau Design in Toronto- The two American grad students who started building a hospital in Rwanda while in their second year of school

Turn Your Architectural Education into a Career

Get Practiced

Radiography, or X-ray imaging, is not only the first medical imaging modality but continues to be the most commonly used. This book provides complete coverage of the fundamentals, from technology to image acquisition, storage, display, analysis, and quality assurance methods to applications for improved disease detection and diagnosis. It is written for anyone looking for a comprehensive, accessible treatment of the basic physics and technology, radiological principles, imaging methodologies, applications, and their impact on the clinical practice of radiography.

Technology, Imaging, and Applications

Digital Radiography

Woodhead Publishing Series in Civil and Structural Engineering

Latent Heat Storage for Energy-Efficient Buildings and Zero-Carbon Communities serves as an up-to-date reference guide on the rapid progress the field is experiencing while keeping up with the much-required transformative initiatives to improve buildings' energy performance worldwide. To lay the foundations, the book opens with coverage of the fundamentals of phase-change materials, including their thermo-physical properties, nanoscale thermal transport mechanisms, encapsulation techniques, and heat transfer enhancement methods. It goes on to explore the integration of latent heat storage solutions in building envelopes or solar photovoltaics and heating/cooling systems, using mathematical models and performance analysis to discuss thermal management aspects for net-zero energy buildings and zero-carbon community concepts. The volume then delves into practical application of the most advanced, artificial intelligence-powered tools for system modeling and simulation, demand-side management control strategies, and metaheuristic optimization approaches. It finally concludes with an overview of technical challenges and emerging research areas which evidence academic and industry communities’ persistent interest in the future directions of topics interconnected with the sustainable development of the built environment.

Latent Heat Storage for Energy-Efficient Buildings and Zero-Carbon Communities

How ideas from science can transform your life

The Art of Physics

This book covers the basics of nanotechnology and its role in biomedical engineering. It clubs different applications of nanotechnology in medicine, disease diagnostics, artificial implants; nano-enabled implantable devices and nanorobots as future mode of treatment of various diseases. It provides a comprehensive overview to the reader about the basics of above areas as well as advanced implementation strategies. Case studies included in the book will help readers get a proper understanding of the subject and how nanotechnology is a boon for medical and bioengineering.

Nanotechnology in Biomedicine

This book is the first one that shows how to accurately and efficiently solve time-varying problems in real-time or online using continuous- or discrete-time zeroing dynamics. The authors provide a comprehensive treatment of the theory of both static and dynamic neural networks. They develop, analyze, model, simulate, and compare zeroing dynamics models for the online solution of numerous time-varying problems, such as root finding, nonlinear equation solving, matrix inversion, matrix square root finding, quadratic optimization, and inequality solving.

Zeroing Dynamics, Gradient Dynamics, and Newton Iterations

This book is about the basics of nanomagnetism, i.e., properties of magnetic systems specific to small sizes and/or low dimensions. Features described range from static properties (the existence and understanding of magnetic domains and domain walls) to magnetization reversal in domains or domain-wall motion (from quasistatic to precessional dynamics of magnetization) and spintronics (basic magnetoresistance effects and reverse spin transfer torques, their origin, and consequence on magnetization).

A Concise Introduction to Nanomagnetism

Series in Optics and Optoelectronics

The development of lasers emitting ultrafast pulses with durations of femtoseconds or picoseconds has opened up a range of spectroscopic applications in many disciplines. Based largely on the author's graduate and training courses, this book offers a complete overview of the topic. After reviewing the unique properties of short pulses, it explores laser systems that create them as well as a range of novel spectroscopic applications and techniques. The text also includes online supporting material, such animations, computer programs, and applets.

Generation And Spectroscopic Applications

Ultrashort Pulses

Series in Materials Science and Engineering

This book provides an introduction to the geometrical and topological methods that have become essential tools for soft condensed matter physicists. The emphasis is on providing mathematical tools in clear but precise language, focusing on fundamental concepts using real examples to illustrate for readers in vivid, three-dimensional fashion. The motivation is clearly provided using problems from soft condensed matter, from the packing of colloids to liquid crystals and thermal fluctuations of lipid membranes.

Geometry and Topology of Soft Materials

A Practical Approach to Advanced Mathematical Modelling in Civil ...

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