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A Primer on Machine Learning Applications in Civil Engineering
by Paresh Chandra DekaMachine learning has undergone rapid growth in diversification and practicality, and the repertoire of techniques has evolved and expanded. The aim of this book is to provide a broad overview of the available machine-learning techniques that can be utilized for solving civil engineering problems. The fundamentals of both theoretical and practical aspects are discussed in the domains of water resources/hydrological modeling, geotechnical engineering, construction engineering and management, and coastal/marine engineering. Complex civil engineering problems such as drought forecasting, river flow forecasting, modeling evaporation, estimation of dew point temperature, modeling compressive strength of concrete, ground water level forecasting, and significant wave height forecasting are also included. Features Exclusive information on machine learning and data analytics applications with respect to civil engineering Includes many machine learning techniques in numerous civil engineering disciplines Provides ideas on how and where to apply machine learning techniques for problem solving Covers water resources and hydrological modeling, geotechnical engineering, construction engineering and management, coastal and marine engineering, and geographical information systems Includes MATLAB® exercises
A Primer on Machine Learning in Subsurface Geosciences (SpringerBriefs in Petroleum Geoscience & Engineering)
by Shuvajit BhattacharyaThis book provides readers with a timely review and discussion of the success, promise, and perils of machine learning in geosciences. It explores the fundamentals of data science and machine learning, and how their advances have disrupted the traditional workflows used in the industry and academia, including geology, geophysics, petrophysics, geomechanics, and geochemistry. It then presents the real-world applications and explains that, while this disruption has affected the top-level executives, geoscientists as well as field operators in the industry and academia, machine learning will ultimately benefit these users. The book is written by a practitioner of machine learning and statistics, keeping geoscientists in mind. It highlights the need to go beyond concepts covered in STAT 101 courses and embrace new computational tools to solve complex problems in geosciences. It also offers practitioners, researchers, and academics insights into how to identify, develop, deploy, and recommend fit-for-purpose machine learning models to solve real-world problems in subsurface geosciences.
A Primer on the Geometry of Carbon Nanotubes and Their Modifications (SpringerBriefs in Applied Sciences and Technology)
by Andreas Öchsner Sadegh Imani Yengejeh Seyedeh Alieh KazemiThis volume presents a comprehensive system for categorizing carbon nanotubes and their modifications in terms of nano sheets, nanotubes, microscopic and atomic modifications. In addition, the material and geometric properties of these nano-configurations are addressed. Lastly, it introduces a number of common software packages for geometry generation and several commercial finite element programs.
A Primer on the Kinematics of Discrete Elastic Rods (SpringerBriefs in Applied Sciences and Technology)
by Oliver M. O'Reilly M. Khalid Jawed Alyssa NoveliaThis primer discusses a numerical formulation of the theory of an elastic rod, known as a discrete elastic rod, that was recently developed in a series of papers by Miklós Bergou et al. Their novel formulation of discrete elastic rods represents an exciting new method to simulate and analyze the behavior of slender bodies that can be modeled using an elastic rod. The formulation has been extensively employed in computer graphics and is highly cited. In the primer, we provide relevant background from both discrete and classical differential geometry so a reader familiar with classic rod theories can appreciate, comprehend, and use Bergou et al.’s computational efficient formulation of a nonlinear rod theory. The level of coverage is suitable for graduate students in mechanics and engineering sciences.
A Problem-Solving Approach to Aquatic Chemistry
by James N. JensenA Problem-Solving Approach to Aquatic Chemistry Enables civil and environmental engineers to understand the theory and application of aquatic equilibrium chemistry The second edition of A Problem-Solving Approach to Aquatic Chemistry provides a detailed introduction to aquatic equilibrium chemistry, calculation methods for systems at equilibrium, applications of aquatic chemistry, and chemical kinetics. The text directly addresses two required ABET program outcomes in environmental engineering: “… chemistry (including stoichiometry, equilibrium, and kinetics)” and “material and energy balances, fate and transport of substances in and between air, water, and soil phases.” The book is very student-centered, with each chapter beginning with an introduction and ending with a summary that reviews the chapter’s main points. To aid in reader comprehension, important terms are defined in context and key ideas are summarized. Many thought-provoking discussion questions, worked examples, and end of chapter problems are also included. Each part of the text begins with a case study, a portion of which is addressed in each subsequent chapter, illustrating the principles of that chapter. In addition, each chapter has an Historical Note exploring connections with the people and cultures connected to topics in the text. A Problem-Solving Approach to Aquatic Chemistry includes: Fundamental concepts, such as concentration units, thermodynamic basis of equilibrium, and manipulating equilibria Solutions of chemical equilibrium problems, including setting up the problems and algebraic, graphical, and computer solution techniques Acid–base equilibria, including the concepts of acids and bases, titrations, and alkalinity and acidity Complexation, including metals, ligands, equilibrium calculations with complexes, and applications of complexation chemistry Oxidation-reduction equilibria, including equilibrium calculations, graphical approaches, and applications Gas–liquid and solid–liquid equilibrium, with expanded coverage of the effects of global climate change Other topics, including chemical kinetics of aquatic systems, surface chemistry, and integrative case studies For advanced/senior undergraduates and first-year graduate students in environmental engineering courses, A Problem-Solving Approach to Aquatic Chemistry serves as an invaluable learning resource on the topic, with a variety of helpful learning elements included throughout to ensure information retention and the ability to apply covered concepts in practical settings.
A Problematic Paradox
by Eliot SappingfieldGuardians of the Galaxy meets The Hitchhiker's Guide to the Galaxy in this wild, warm-hearted, and hilarious sci-fi debut about a brainy young girl who is recruited for a very special boarding school. <P><P> Nikola Kross has given up on living in harmony with classmates and exasperated teachers: she prefers dabbling in experimental chemistry to fitting in. But when her life is axially inverted by a gang of extraterrestrials who kidnap her dad and attempt to recruit her into their service, she discovers he's been keeping a world of secrets from her--including the school for geniuses where she's sent for refuge, a place where classes like Practical Quantum Mechanics are the norm and where students use wormholes to commute to class. For Nikola, the hard part isn't school, it's making friends, especially when the student body isn't (entirely) human. <P><P> But the most puzzling paradox of all is Nikola herself, who has certain abilities that no one understands--abilities that put her whole school in greater danger than she could have imagined.* <P><P> "A glorious cacophony of wildly inventive gadgets, gags, and action." --Kirkus Reviews, starred review
A Produce Reference Guide to Fruits and Vegetables from Around the World: Nature's Harvest
by Donald D HeatonA Produce Reference Guide to Fruits and Vegetables from Around the World: Nature's Harvest answers the many questions consumers have about various fruits and vegetables. Providing basic, clear, and understandable information for each produce item, this reference guide gives you a synopsis of the fruit or vegetable, a short history of the item, the common and uncommon name, what it looks and tastes like, how it is used, and the time of year it is available. Information on nutrition, serving sizes, yields, and optimal storage conditions is also provided. From potatoes to shepherd's purse and from grapes to the Clementine tangor, A Produce Reference Guide to Fruits and Vegetables from Around the World covers both the familiar and the exotic. Other than the obvious fruits and vegetables (such as 12 varieties of cherries and 10 different kinds of squash) you'll also read about herbs, mushrooms, sprouts, and nuts.
A Profession of Hope: Farming on the Edge of the Grizzly Trail
by Jenna ButlerFinalist:High Plain Book Award, Creative Nonfiction"This is not the story of a ready-made farm, complete with generations of history, carefully tended tools and sturdy clapboard farmhouse." In 2006 Jenna Butler and her partner, Thomas, purchased "160 acres more or less" of rough northern bush. They knew they weren't purchasing anything more than hard work and hope but still they headed up every weekend to clear a spot in those woods where they could plant their first crops. In this collection Butler talks of the hardships, humor and grace notes of trying to build a northern farm. From being driven out by mosquitoes to thwarting grasshoppers to sublime moments under a night sky, Jenna tells the story of how the farm has grown and changed over the years. While it has never quite become viable, it has pulled her always deeper into her love of the land. Jenna also talks about her reasons for starting a farm, poking fun at her own dyed-in-the-wool idealism. She explains her desire to protect and preserve the land, touching on the impact of climate change and of the wear and tear of trying to make a go of it as a small farmer. This is a beautifully written book, one that will leave readers wanting to start their own farm.
A Project Manager's Book of Forms: A Companion to the PMBOK Guide
by Cynthia Snyder DionisioEssential project management forms aligned to the PMBOK® Guide—Sixth Edition A Project Manager's Book of Forms is an essential companion to the Project Management Institute's A Guide to the Project Management Body of Knowledge. Packed with ready-made forms for managing every stage in any project, this book offers both new and experienced project managers an invaluable resource for thorough documentation and repeatable processes. Endorsed by PMI and aligned with the PMBOK® Guide, these forms cover all aspects of initiating, planning, executing, monitoring and controlling, and closing; each form can be used as-is directly from the book, or downloaded from the companion website and tailored to your project's unique needs. This new third edition has been updated to align with the newest PMBOK® Guide, and includes forms for agile, the PMI Talent Triangle, technical project management, leadership, strategic and business management, and more. The PMBOK® Guide is the primary reference for project management, and the final authority on best practices—but implementation can quickly become complex for new managers on large projects, or even experienced managers juggling multiple projects with multiple demands. This book helps you stay organized and on-track, helping you ensure thorough documentation throughout the project life cycle. Adopt PMI-endorsed forms for documenting every process group Customize each form to suit each project's specific needs Organize project data and implement a repeatable management process Streamline PMBOK® Guide implementation at any level of project management experience Instead of wasting time interpreting and translating the PMBOK® Guide to real-world application, allow PMI to do the work for you: A Project Manager's Book of Forms provides the PMBOK®-aligned forms you need to quickly and easily implement project management concepts and practices.
A Project Manager's Book of Forms: A Companion to the PMBOK Guide
by Cynthia Snyder StackpoleThis source book of forms and procedures for using them follows exactly the content of the PMBOK® Guide. It provides a road-map approach so readers know exactly where they are and what forms precede and follow their current position on a project. The volume contains forms in hard copy for reproduction as well as in an accompanying CD for use and customization by a wide variety of project managers, consultants, and other associated professionals. (PMBOK is a registered mark of the Project Management Institute, Inc.)
A Project Manager's Book of Templates
by Cynthia Snyder DionisioA PROJECT MANAGER'S BOOK OF TEMPLATES A helpful compendium of ready-made templates for managing every project in alignment with the latest PMBOK® Guide, 7th ed. Project Management is a growing discipline that has seen considerable recent development. Project managers are now expected to deploy predictive and adaptive methods, and to draw upon a considerable base of knowledge in developing and formalizing project plans. The Project Management Institute (PMI) publishes the authoritative Project Management Body of Knowledge (PMBOK® Guide), which contains the global standard for the Project Management profession. A Project Manager&’s Book of Templates is a vital companion to the PMBOK® Guide, providing a comprehensive set of templates and reports that helps project managers translate the content of the Guide into practical applications. It promises to be an indispensable resource for professionals in this fast-moving field. A Project Manager's Book of Templates readers will also find: Templates covering all types of work, such as starting, planning, project documents, logs and registers, and reports and audits. Templates representing all updated features of the PMBOK® Guide, including hybrid, adaptive and iterative practices, including Agile Easy, readable structure that moves project managers through the different types of work that is performed in project A Project Manager&’s Book of Templates isan essential companion for those preparing for the PMP Certification Exam, as well as practitioners and consultants to a range of global industries.
A Project Manager's Book of Tools and Techniques
by Cynthia Snyder DionisioA practical guide for putting PMBOK concepts to work A Project Manager’s Book of Tools and Techniques is an invaluable resource for students and working professionals alike. Whether you’re preparing for the PMP exam or just looking to optimize your project management skills, this book provides detailed explanations for over 100 essential tools described in the Project Management Institute’s A Guide to the Project Management Body of Knowledge (PMBOK Guide) Sixth Edition. Going beyond theory and concept to real-world practice, these tools and techniques are the “how” of effective project management; from planning, to implementation, to oversight, and beyond, all phases of the project are represented here to help you more effectively apply critical PMBOK concepts. Comprehensive examples illustrate real-world implementation, and detailed discussion provides expert guidance for both new and experienced project management professionals. Knowing what to do is much different from knowing how to do it; even perfect understanding of the PMBOK Guide doesn’t automatically translate into effective practice. This book is designed to help you bridge that gap and expertly apply current project management standards. Delve deeper into the practical tools described in the PMBOK Guide—Sixth Edition Follow detailed examples that illustrate effective project management methods Master project management applications in preparation for the PMP exam Graduate from theory to practice with powerful tools and techniques for success Concepts are only valuable once they are applied—and then they become a skill set that gets results. The PMBOK Guide is the ultimate authority on project management concepts, but translating those concepts into applicable skills requires a detailed understanding of the tools of the field. A Project Manager’s Book of Tools and Techniques is a practical manual for putting essential project management concepts into practice.
A Project-Based Introduction to Computational Statics
by Andreas ÖchsnerThis book uses a novel concept to teach the finite element method, applying it to solid mechanics. This major conceptual shift takes away lengthy theoretical derivations in the face-to-face interactions with students and focuses on the summary of key equations and concepts; and to practice these on well-chosen example problems. The theoretical derivations are provided as additional reading and students must study and review the derivations in a self-study approach. The book provides the theoretical foundations to solve a comprehensive design project in tensile testing. A classical clip-on extensometer serves as the demonstrator on which to apply the provided concepts. The major goal is to derive the calibration curve based on different approaches, i.e., analytical mechanics and based on the finite element method, and to consider further design questions such as technical drawings, manufacturing, and cost assessment. Working with two concepts, i.e., analytical and computational mechanics strengthens the vertical integration of knowledge and allows the student to compare and understand the different concepts, as well as highlighting the essential need for benchmarking any numerical result.
A Project-Based Introduction to Computational Statics
by Andreas ÖchsnerThis book uses a novel concept to teach the finite element method, applying it to solid mechanics. This major conceptual shift takes away lengthy theoretical derivations in the face-to-face interactions with students and focuses on the summary of key equations and concepts; and to practice these on well-chosen example problems. For this new, 2nd edition, many examples and design modifications have been added, so that the learning-by-doing features of this book make it easier to understand the concepts and put them into practice. The theoretical derivations are provided as additional reading and students must study and review the derivations in a self-study approach. The book provides the theoretical foundations to solve a comprehensive design project in tensile testing. A classical clip-on extensometer serves as the demonstrator on which to apply the provided concepts. The major goal is to derive the calibration curve based on different approaches, i.e., analytical mechanics and based on the finite element method, and to consider further design questions such as technical drawings, manufacturing, and cost assessment. Working with two concepts, i.e., analytical and computational mechanics strengthens the vertical integration of knowledge and allows the student to compare and understand the different concepts, as well as highlighting the essential need for benchmarking any numerical result.
A Quadratic Constraint Approach to Model Predictive Control of Interconnected Systems (Studies In Systems, Decision And Control #148)
by Anthony Tri Tran C. Quang HaThis book focuses on the stabilization and model predictive control of interconnected systems with mixed connection configurations. It introduces the concept of dissipation-based quadratic constraint for developing attractivity assurance methods for interconnected systems. In order to develop these methods, distributed and decentralized architectures are employed, whereby the communication between subsystems is fully connected, partially connected, or completely disconnected. Given that the control inputs are entirely or partially decoupled between subsystems and no additional constraints are imposed on the interactive variables beyond the coupling constraint itself, the proposed approaches can be used with various types of systems and applications. Further, the book describes how the effects of coupling delays and data losses in device networks are resolved. From a practical perspective, the innovations presented are of benefit in applications in a broad range of fields, including the process and manufacturing industries, networked robotics, and network-centric systems such as chemical process systems, power systems, telecommunication networks, transportation networks, and, no less importantly, supply chain automation.
A Quantum Life: My Unlikely Journey from the Street to the Stars
by Joshua Horwitz Hakeem OluseyiIn this inspiring coming-of-age memoir, a world-renowned astrophysicist emerges from an impoverished childhood and crime-filled adolescence to ascend through the top ranks of research physics.Navigating poverty, violence, and instability, a young James Plummer had two guiding stars-a genius IQ and a love of science. But a bookish nerd was a soft target in his community, where James faced years of bullying and abuse. As he struggled to survive his childhood in some of the country's toughest urban neighborhoods in New Orleans, Houston, and LA, and later in the equally poor backwoods of Mississippi, he adopted the persona of "gangsta nerd"-dealing weed in juke joints while winning state science fairs with computer programs that model Einstein's theory of relativity. Once admitted to the elite physics PhD program at Stanford University, James found himself pulled between the promise of a bright future and a dangerous crack cocaine habit he developed in college. With the encouragement of his mentor and the sole Black professor in the physics department, James confronted his personal demons as well as the entrenched racism and classism of the scientific establishment. When he finally seized his dream of a life in astrophysics, he adopted a new name, Hakeem Muata Oluseyi, to honor his African ancestors.Alternately heartbreaking and hopeful, A QUANTUM LIFE narrates one man's remarkable quest across an ever-expanding universe filled with entanglement and choice.
A Quantum Life: My Unlikely Journey from the Street to the Stars
by Joshua Horwitz Hakeem OluseyiIn this inspiring coming-of-age memoir, a world-renowned astrophysicist emerges from an impoverished childhood and crime-filled adolescence to ascend through the top ranks of research physics.Navigating poverty, violence, and instability, a young James Plummer had two guiding stars-a genius IQ and a love of science. But a bookish nerd was a soft target in his community, where James faced years of bullying and abuse. As he struggled to survive his childhood in some of the country's toughest urban neighborhoods in New Orleans, Houston, and LA, and later in the equally poor backwoods of Mississippi, he adopted the persona of "gangsta nerd"-dealing weed in juke joints while winning state science fairs with computer programs that model Einstein's theory of relativity. Once admitted to the elite physics PhD program at Stanford University, James found himself pulled between the promise of a bright future and a dangerous crack cocaine habit he developed in college. With the encouragement of his mentor and the sole Black professor in the physics department, James confronted his personal demons as well as the entrenched racism and classism of the scientific establishment. When he finally seized his dream of a life in astrophysics, he adopted a new name, Hakeem Muata Oluseyi, to honor his African ancestors.Alternately heartbreaking and hopeful, A QUANTUM LIFE narrates one man's remarkable quest across an ever-expanding universe filled with entanglement and choice.
A Quest for Quality Wine, Every Time.: A Guide for Root Cause Analysis.
by Joyce Steakley Bruce SteakleyWine has been around for thousands of years, grape growing and wine production is worldwide, and recipes are prolific. However, this approach to winemaking root cause analysis is original and cannot be found in any other winemaking publications. The book start with the basics, with the authors' own basic winemaking steps. This provides a winemaking process and common language. With this understanding and departure point, they describe Root Cause Analysis (RCA) methods as applied to winemaking. Though winemaking appears to have simple steps, problems or flaws inevitably arise. Instant access to online materials can provide ad-hoc answers to given conditions; however, the applicability of these solutions to one’s own situation ad particular conditions is not always clear. Selective changes may or may not solve the problem and in the winemaking world, it may take years to finish the wine and understand if the quality actually improved or not. A finished wine will have thousands of particular current and historical conditions that played some role in its quality.The root cause analysis (RCA) approach provides a path to sort these out and guide winemakers to the solution. It creates a problem statement and systematically divides the world into six discrete groups. This book tackles each and all of these, one group at a time. The text contains examples that prioritize the contributing factors. Observations are noted, possibilities identified, and likelihoods assessed. Actions and tests are identified to aid in assigning risk, corrective action, and preventive measures. Given limited time and resources, prioritized risks and actions improve the chance of solving the problem. The book provides problems exploring each of their respective six group characteristics. Each RCA step is described and illustrated in detail. The process is revealed and explained through multiple examples. Feature 1: Organized systematic method for solving winemaking quality problemsFeature 2: Applicable to amateur or commercial winemakers or any other product or system development activity and organization Feature 3: Unique new application to the wine making world but similar methods historically used in complex aerospace product development Feature 4: Teaching winemakers and producers how to think about uncertainty and error. It’s possible that gold medal wine, or 95-point Wine Spectator score, or 93-point Robert Parker score was deserved for that particular wine and vintage. But it is also possible you were very lucky. It may not be earned again in next year’s vintage. This book teaches approaches and methods to maintain and or improve the quality, every year. Feature 5: Application of a potentially 'dry' rigorous root cause analysis approach in a world that enables the joy of creating and appreciating something very enjoyable. It will help you smile, at least once a year.
A Quiet Country Town: A Celebration of Westland at Yeovil
by David Gibbings‘an excellent read’ AEROSPACE magazineIn 1915, Westland Aircraft Works was established in the country town of Yeovil. Since then, aircraft have been designed, manufactured and tested at Westland, including the Lysander, which was used to transport British agents to Europe during the Second World War. In 1948, the company focused solely on helicopters and its aircraft have been sent all over the world since then, used in life-saving with Air Ambulance and Search and Rescue, and deployed in warfare such as Balkans, Iraq and Afghanistan.In this new and updated edition of A Quiet Country Town, David Gibbings celebrates over 100 years of Westland through an anthology of writings that retell the company’s history and its special relationship with Yeovil, which has rarely been quiet since the first aircraft took off from the airfield that now lies at its heart.
A Quiet Life: A Novel
by William Cooper Michael McKinleyIt was just a link in an email. Michael Housen is living a typical, white-collar American life at a security company when he falls for a phishing campaign with dire implications. One click, and suddenly the US is under marshal law and bombing Tehran. Michael unknowingly triggered a cyberattack by Iranian hackers, which a belligerent President Davis uses as pretext for war against Iran. Michael blinks and he and his wife, Pam, are thrown into private prisons owned by the president, a multibillionaire tycoon. This ordinary couple suddenly must answer a harrowing question: What do you do when the enemy of the state is you? And they find themselves cooperating with extraordinary partners, from right-wing militias to Iranian documentarians, as they work to clear their names and stop the global conflict that Michael set off with an unwitting click. Written by a renowned cybersecurity attorney and a bestselling author, A Quiet Life is a cyberthriller for the times that we all live in, and how we can lose everything on the strength of a lie. And how once we start fighting back, we cannot stop.
A REVIEW OF UNITED STATES AIR FORCE and DEPARTMENT OF DEFENSE Aerospace Propulsion Needs
by National Research Council of the National AcademiesThe National Academies Press (NAP)--publisher for the National Academies--publishes more than 200 books a year offering the most authoritative views, definitive information, and groundbreaking recommendations on a wide range of topics in science, engineering, and health. Our books are unique in that they are authored by the nation's leading experts in every scientific field.
A Railway History of New Shildon: From George Stephenson to the Present Day
by George Turner SmithAn &“extraordinarily informative and profusely illustrated&” history of how a town built a railway, and a railway built a town (Midwest Book Review). On September 27, 1825, the first public railway steam train left New Shildon for Stockton-on-Tees, England. The driver was George Stephenson and the engine he was driving was the &“Locomotion No.1.&” It set off from a settlement that consisted of just a set of rails and four houses, none of which had been there a year before. The four houses became a town with a five-figure population, a town that owed its existence to the railway that made its home there—the Stockton and Darlington (S&DR). Some of the earliest and greatest railway pioneers worked there, including George and his son Robert; the Hackworth brothers, Timothy and Thomas; and the engineer William Bouch. Their story is part of New Shildon&’s story. The locomotive works, created to build and maintain steam locomotives, morphed into the world&’s most innovative works, whose demise had more to do with politics than productivity. This book covers Shildon&’s years between 1820 and today, including the war interludes when the Wagon Works was manned by women and the output was mostly intended for the Ministry of Defense. The story of the creation of the town&’s railway museum and the arrival of Hitachi at Newton Aycliffe brings the history up to date and, to complete the picture, there is also a description of the ongoing new build G5 steam locomotive project on Hackworth Industrial Estate, the very site where the S&DR locomotive and wagon works was located. It is the story of a railway town—and also the story of the people who lived there and made it what it is today.
A Raphael Madonna and Child Oil Painting: A Forensic Analytical Evaluation
by Howell G. EdwardsThis book presents a comprehensive forensic analysis of an oil painting depicting a Madonna and Child in a tondo format, previously thought to be a Victorian copy. Detailed historical and scientific studies confirm that this painting was, in fact, created by Raphael around 1512 as a study for his renowned Sistine Madonna, commissioned by Pope Julius II as an altarpiece for the monastic church of San Sisto in Piacenza. The painting underwent rigorous forensic examination, combining historical research with both invasive and non-invasive scientific imaging techniques. The analysis utilized advanced physical and chemical instrumentation to determine the painting's authenticity and accurate chronological placement. A comparative review of published chemical analyses of pigments, dyes, and substrates used in Raphael’s works from collections worldwide is included. Additionally, this study explores the innovative use of artificial intelligence (AI) for facial comparison between the figures in the tondo painting, the Sistine Madonna, and other Raphael artworks. These AI-generated insights provide novel information about the identities of Raphael’s models and shed light on his working techniques, as well as those of his associates.
A Rapid Introduction to Adaptive Filtering (SpringerBriefs in Electrical and Computer Engineering)
by Hernan Rey Leonardo Rey VegaIn this book, the authors provide insights into the basics of adaptive filtering, which are particularly useful for students taking their first steps into this field. They start by studying the problem of minimum mean-square-error filtering, i.e., Wiener filtering. Then, they analyze iterative methods for solving the optimization problem, e.g., the Method of Steepest Descent. By proposing stochastic approximations, several basic adaptive algorithms are derived, including Least Mean Squares (LMS), Normalized Least Mean Squares (NLMS) and Sign-error algorithms. The authors provide a general framework to study the stability and steady-state performance of these algorithms. The affine Projection Algorithm (APA) which provides faster convergence at the expense of computational complexity (although fast implementations can be used) is also presented. In addition, the Least Squares (LS) method and its recursive version (RLS), including fast implementations are discussed. The book closes with the discussion of several topics of interest in the adaptive filtering field.
A Real-Time Approach to Process Control
by Donald P. Mahoney William Y. Svrcek Brent R. YoungWith resources at a premium, and ecological concerns paramount, the need for clean, efficient and low-cost processes is one of the most critical challenges facing chemical engineers. The ability to control these processes, optimizing one, two or several variables has the potential to make more substantial savings in time, money and resources than any other single factor. Building on the success of the previous editions, this new third edition of A Real-Time Approach to Process Control employs both real industry practice and process control education without the use of complex or highly mathematical techniques, providing a more practical and applied approach.Updated throughout, this edition:* Includes a brand new chapter on Model predictive Control (MPC)* Now includes wireless and web-based technologies* Covers bio-related systems* Details the new multivariable control measure developed by the authors* Includes PowerPoint slides and solutions to Workshop problems on the accompanying website: http://www.wiley.com/go/svrcek-real-time-3e From the reviews of previous editions:"Would appeal to practising engineers due to its "hands on" feel for the subject matter. But more importantly, the authors present these concepts as fundamentals of chemical engineering, in a way that is consistent with how professor teach at the universities." -Chemical Engineering Process (CEP)"The book has been beautifully crafted" -Engineering Subject Centre"Provides a refreshing approach to the presentation of process analysis and control" -The Chemical Engineer