Search results for ""Diffusion""

.- Human-Computer Interfaces..- Combining Contrastive Learning and Sequence Learning for Automated Essay Scoring..- PIDM: Personality-aware Interaction Diffusion Model for gesture generation..- Prompt Design using Past Dialogue Summarization for LLMs to Generate the Current Appropriate Dialogue..- Recommender Systems..- Click-Through Rate Prediction Based on Filtering-enhanced with Multi-Head Attention..- Enhancing Sequential Recommendation via Aligning Interest Distributions..- LGCRS: LLM-Guided Representation-Enhancing for ConversationalRecommender System..- Multi-intent Aware Contrastive Learning for Sequential Recommendation..- Subgraph Collaborative Graph Contrastive Learning for Recommendation..- Time-Aware Squeeze-Excitation Transformer for Sequential Recommendation..- Environment and Climate..- Carbon Price Forecasting with LLM-based Refi

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Presents opportunities for making significant improvements in preventing harmful effects that can be caused by corrosion Describes concepts of molecular modeling in the context of materials corrosion Includes recent examples of applications of molecular modeling to corrosion phenomena throughout the text Details how molecular modeling can give insights into the multitude of interconnected and complex processes that comprise the corrosion of metals Covered applications include diffusion and electron transfer at metal/electrolyte interfaces, Monte Carlo simulations of corrosion, corrosion inhibition, interrogating surface chemistry, and properties of passive films Presents current challenges and likely developments in this field for the future

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While the importance of innovation to economic development is widely understood, the conditions conducive to it remain the focus of much attention. This volume offers new contributions to fundamental questions relating to the economics of innovation and technological change. Central to the development of new technologies are institutional environments, and among the topics discussed are the roles played by universities and other nonprofit research institutions and the ways in which the allocation of funds between the public and private sectors affects innovation. Other essays examine the practice of open research and how the diffusion of information technology influences knowledge accumulation.

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This book is a lucid, straightforward introduction to the concepts and techniques of statistical physics that students of biology, biochemistry, and biophysics must know. It provides a sound basis for understanding random motions of molecules, subcellular particles, or cells, or of processes that depend on such motion or are markedly affected by it. Readers do not need to understand thermodynamics in order to acquire a knowledge of the physics involved in diffusion, sedimentation, electrophoresis, chromatography, and cell motility--subjects that become lively and immediate when the author discusses them in terms of random walks of individual particles.

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The first text to cover both molecular reaction dynamics and chemical kinetics and their respective theories in a single source. After introductory material, the monograph goes on to cover interaction potentials; relative motion and the collisional approach for chemical reaction in the gas phase; partition functions; transition state theory; unimolecualr reactions; molecular reactions calculations; non-adiabatic transitions; surface kinetics; chemical reactions in solution; energetic changes in solvating a molecule; transition state theory in solution; models for diffusion; Kramers' theory of viscosity of solvent in chemical reactions; and electronic transfer reactions in solution. Also includes problems and solved exercises.

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This volume provides a timely description of the latest compact MOS transistor models for circuit simulation. The first generation BSIM3 and BSIM4 models that have dominated circuit simulation in the last decade are no longer capable of characterizing all the important features of modern sub-100nm MOS transistors. This book discusses the second generation MOS transistor models that are now in urgent demand and being brought into the initial phase of manufacturing applications. It considers how the models are to include the complete drift-diffusion theory using the surface potential variable in the MOS transistor channel in order to give one characterization equation.

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This book provides recent results on the stochastic approximation of systems by weak convergence techniques. General and particular schemes of proofs for average, diffusion, and Poisson approximations of stochastic systems are presented, allowing one to simplify complex systems and obtain numerically tractable models.The systems discussed in the book include stochastic additive functionals, dynamical systems, stochastic integral functionals, increment processes and impulsive processes. All these systems are switched by Markov and semi-Markov processes whose phase space is considered in asymptotic split and merging schemes. Most of the results from semi-Markov processes are new and presented for the first time in this book.

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Giovanni Dosi is recognized as one of the world's leading scholars in industrial economics and corporate change. This volume contains a selection of his most important work and provides an excellent overview of the contribution he has made to the economics of innovation and technical change.Key topics include: technological paradigms and innovation diffusion economic behaviour and learning organizational structures and behaviour in a changing environment< corporate finance and innovation industrial dynamics evolutionary theories in economics institutions, technical change and economic growth. The book will be welcomed by scholars and students of innovation, industrial organization, business and institutional and evolutionary economics.

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Written by the world-renowned pioneer in the field of modern sociolinguistics, this volume examines the cognitive and cultural factors responsible for linguistic change, tracing the life history of these developments, from triggering events to driving forces and endpoints. Explores the major insights obtained by combining sociolinguistics with the results of dialect geography on a large scale Examines the cognitive and cultural influences responsible for linguistic change Demonstrates under what conditions dialects diverge from one another Establishes an essential distinction between transmission within the community and diffusion across communities Completes Labov’s seminal Principles of Linguistic Change trilogy

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This influential book challenges one of the most pervasive and powerful beliefs of our time--that Europe rose to modernity and world dominance due to unique qualities of race, environment, culture, mind, or spirit, and that progress for the rest of the world resulted from the diffusion of European civilization. J. M. Blaut persuasively argues that this doctrine is not grounded in the facts of history and geography, but in the ideology of colonialism. Blaut traces the colonizer's model of the world from its 16th-century origins to its present form in theories of economic development, modernization, and new world order.

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The Cerebellum: Disorders and Treatment, Volume 155 updates readers on the latest and clinically relevant advances in the study of cerebellar diseases in children and adults. It is organized into sections detailing: (1) Disorders (starting from the fetal cerebellum, to adult cerebellum) encountered during daily practice, and (2) Therapy (including insights into innovative drug and rehabilitative approaches). The book's innovative structure discusses cerebellar disorders in children and adults as a continuum, with its companion volume, The Cerebellum: From Embryology to Diagnostic Investigations detailing embryology, anatomy, function and diagnostic investigations and neuroimaging, including conventional sequences, diffusion tensor imaging, functional MRI, and connectivity studies.

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Asia is a crucial battleground for power and influence in the international system. It is also a theater of new experiments in regional cooperation that could redefine global order. Whose Ideas Matter? is the first book to explore the diffusion of ideas and norms in the international system from the perspective of local actors, with Asian regional institutions as its main focus. There's no Asian equivalent of the EU or of NATO. Why has Asia, and in particular Southeast Asia, avoided such multilateral institutions? Most accounts focus on U.S. interests and perceptions or intraregional rivalries to explain the design and effectiveness of regional institutions in Asia such as SEATO, ASEAN, and the ASEAN Regional Forum. Amitav Acharya instead foregrounds the ideas of Asian policymakers, including their response to the global norms of sovereignty and nonintervention. Asian regional institutions are shaped by contestations and compromises involving emerging global norms and the preexisting beliefs and practices of local actors. Acharya terms this perspective "constitutive localization" and argues that international politics is not all about Western ideas and norms forcing their way into non-Western societies while the latter remain passive recipients. Rather, ideas are conditioned and accepted by local agents who shape the diffusion of ideas and norms in the international system. Acharya sketches a normative trajectory of Asian regionalism that constitutes an important contribution to the global sovereignty regime and explains a remarkable continuity in the design and functions of Asian regional institutions.

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This book brings together computer models and simulation approaches that allow the investigation of a wide range of innovation related issues, and hence will be of interest for academics and researchers from a variety of innovation related disciplines.'- Mercedes Bleda, Journal of Artificial Societies and Social SimulationChristopher Watts and Nigel Gilbert explore the generation, diffusion and impact of innovations, which can now be studied using computer simulations.Agent-based simulation models can be used to explain the innovation that emerges from interactions among complex, adaptive, diverse networks of firms, people, technologies, practices and resources. This book provides a critical review of recent advances in agent-based modeling and other forms of the simulation of innovation. Elements explored include: diffusion of innovations, social networks, organizational learning, science models, adopting and adapting, and technological evolution and innovation networks. Many of the models featured in the book can be downloaded from the book's accompanying website.Bringing together simulation models from several innovation-related fields, this book will prove a fascinating read for academics and researchers in a wide range of disciplines, including: innovation studies, evolutionary economics, complexity science, organization studies, social networks, and science and technology studies. Scholars and researchers in the areas of computer science, operational research and management science will also be interested in the uses of simulation models to improve the understanding of organization.

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This book provides a comprehensive coverage of hybrid high-order methods for computational mechanics. The first three chapters offer a gentle introduction to the method and its mathematical foundations for the diffusion problem. The next four chapters address applications of increasing complexity in the field of computational mechanics: linear elasticity, hyperelasticity, wave propagation, contact, friction, and plasticity. The last chapter provides an overview of the main implementation aspects including some examples of Matlab code. The book is primarily intended for graduate students, researchers, and engineers working in related fields of application, and it can also be used as a support for graduate and doctoral lectures.

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Top European and American scholars contribute to this cutting-edge volume on little-researched areas of environmental and resource economics. Topics include spatial economics, poverty and development, experimental economics, large-scale risk and its management, organizational economics, technological innovation and diffusion and many more.The common thread is the language and methodology of economics, yet the work aims to reach an audience wider than academia; others such as researchers and policymakers, in the public sector, professional staff in research institutes and think tanks, and environmental consultants will all benefit from an awareness of these crucial issues which, if not considered now, will become the problems of the future.

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Top European and American scholars contribute to this cutting-edge volume on little-researched areas of environmental and resource economics. Topics include spatial economics, poverty and development, experimental economics, large-scale risk and its management, organizational economics, technological innovation and diffusion and many more.The common thread is the language and methodology of economics, yet the work aims to reach an audience wider than academia; others such as researchers and policymakers, in the public sector, professional staff in research institutes and think tanks, and environmental consultants will all benefit from an awareness of these crucial issues which, if not considered now, will become the problems of the future.

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This entry-level textbook, covering the area of tissue optics, is based on the lecture notes for a graduate course (Bio-optical Imaging) that has been taught six times by the authors at Texas A&M University. After the fundamentals of photon transport in biological tissues are established, various optical imaging techniques for biological tissues are covered. The imaging modalities include ballistic imaging, quasi-ballistic imaging (optical coherence tomography), diffusion imaging, and ultrasound-aided hybrid imaging. The basic physics and engineering of each imaging technique are emphasized. A solutions manual is available for instructors; to obtain a copy please email the editorial department at ialine@wiley.com.

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Flows with chemical reactions can occur in various fields such as combustion, process engineering, aeronautics, the atmospheric environment and aquatics.The examples of application chosen in this book mainly concern homogeneous reactive mixtures that can occur in propellers within the fields of process engineering and combustion:– propagation of sound and monodimensional flows in nozzles, which may include disequilibria of the internal modes of the energy of molecules;– ideal chemical reactors, stabilization of their steady operation points in the homogeneous case of a perfect mixture and classical instruments of experimental and theoretical analysis such as population balances, and the distribution of residence and passage times;– laminar and turbulent flames, separating those which are premixed from those which are not and which do not exhibit the same mechanisms, but which also occur in the case of triple flames.Flows and Chemical Reactions in Homogeneous Mixtures provides information on dimensional analysis, statistical thermodynamics with coupling between internal modes and chemical reactions, the apparition and damping of fluid turbulence as well as its statistical processing, bifurcations, flames in a confined medium and diffusion. Contents 1. Flows in Nozzles.2. Chemical Reactors.3. Laminar and Turbulent Flames.Appendix 1. Dimensionless Numbers, Similarity.Appendix 2. Thermodynamic Functions.Appendix 3. Concepts of Turbulence.Appendix 4. Thermodynamic functions for a mixture in disequilibrium.Appendix 5. Notion of bifurcation.Appendix 6. Confined flame.Appendix 7. Limits of Validity of the First-order Expansions for Diffusion Flames.

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This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students, and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the XI International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2022). The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics, and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks and technological networks.

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Mathematical ecology is a subject which recently attracts attentions of many mathematicians and biologists. One of the most important and fundamental mathematical models in ecology is of Lotka-Volterra type. This book gives global dynamical properties of L-V systems. The properties analyzed are global stability of the equilibria, persistence or permanence of the systems (which ensures the survival of all the biological-species composed of the systems for the long term) and the existence of periodic or chaotic solutions. The special subject of this book is to consider the effects of the systems structure, diffusion of the biological species and time delay on the global dynamical properties of the systems.

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This book is the outcome of a conference held at the Centro De Giorgi of the Scuola Normale of Pisa in September 2012. The aim of the conference was to discuss recent results on nonlinear partial differential equations, and more specifically geometric evolutions and reaction-diffusion equations. Particular attention was paid to self-similar solutions, such as solitons and travelling waves, asymptotic behaviour, formation of singularities and qualitative properties of solutions. These problems arise in many models from Physics, Biology, Image Processing and Applied Mathematics in general, and have attracted a lot of attention in recent years.

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This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students, and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the X International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2021). The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks, and technological networks.

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Technological change has had a profound impact on manufacturing industry and related business sectors. Since publication of the first edition of Implementing New Technologies the pace of change ahs been maintained, often with uncertain consequences. In this new edition the editors have brought together a collection of readings which include: Project planning. Conversion or application of plans. Consolidation of change after the insertion of new technologies. Although the second edition includes material on innovation it is more concerned with the consequences of technology diffusion and technology transfer, concentrating on the adoption of technologies which are novel in a particular application even though not inherently 'new'.

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This book covers transformer architecture for various applications including NLP, computer vision, speech processing, and predictive modeling with tabular data. It is a valuable resource for anyone looking to harness the power of transformer architecture in their machine learning projects. The book provides a step-by-step guide to building transformer models from scratch and fine-tuning pre-trained open-source models. It explores foundational model architecture, including GPT, VIT, Whisper, TabTransformer, Stable Diffusion, and the core principles for solving various problems with transformers. The book also covers transfer learning, model training, and fine-tuning, and discusses how to utilize recent models from Hugging Face.

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Adsorption is the basis of various emerging technologies that will be essential for addressing the problems of technologies that will be essential for addressing the problems of energy conservation and environmental protection.This volume reviews recent progress and outlines the outlook for future development in adsorption theories, kinetics, pressure swing adsorption, SMB, and new nanoporous adsorbents. The contributions cover the fundamental knowledge and methodologies for adsorption experiments and calculations regarding equilibria, heat effects, adsorbent structural modeling, diffusion measurement, and selectivity control.The volume also includes topics concerning hydrogen storage, desulfurization of fuels, and chiral separation. The contributors are internationally renowned scholars in the field of adsorption.

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This is a fascinating history of how psychoanalysis became an essential element of contemporary Argentine culture—in the media, in politics, and in daily private lives. The book reveals the unique conditions and complex historical process that made possible the diffusion, acceptance, and popularization of psychoanalysis in Argentina, which has the highest number of psychoanalysts per capita in the world. It shows why the intellectual trajectory of the psychoanalytic movement was different in Argentina than in either the United States or Europe and how Argentine culture both fostered and was shaped by its influence. The book starts with a description of the Argentine medical and intellectual establishments’ reception of psychoanalysis, and the subsequent founding of the Argentine Psychoanalytic Association in 1942. It then broadens to describe the emergence of a “psy culture” in the 1960s, tracing its origins to a complex combination of social, economic, political, and cultural factors. The author then analyzes the role of “diffusers” of psychoanalysis in Argentina—both those who were part of the psychoanalytic establishment and those who were not. The book goes on to discuss specific areas of reception and diffusion of psychoanalytic thought: its acceptance by progressive sectors of the psychiatric profession; the impact of the psychoanalytically oriented program in psychology at the University of Buenos Aires; and the incorporation of psychoanalysis into the theoretical artillery of the influential left of the 1960s and 1970s. Finally, the author analyzes the effects of the military dictatorship, established in 1976, on the “psy” universe, showing how it was possible to practice psychoanalysis in a highly authoritarian political context.

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This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students, and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the X International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2021). The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks, and technological networks.

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This book challenges the view that using SSCI journal citations (especially its impact factor score) and peer review/evaluation are the best ways (in that they are the most objective ways) to evaluate economic research. First extensive ranking of heterodox economics journals First ranking of mainstream and heterodox journals Ranking of mainstream and heterodox graduate programs in the US Impact of national research assessment exercises on heterodox economics in Italy and Australia Use of social network analysis to examine the diffusion of heterodox economicsCritique of the use of citation metrics and heterodox economics; Social Science Citation Index with respect to economics is deliberately biased in favour of mainstream journals

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The decade since the publication of the Cadbury Report in1992 has seen growing interest in corporate governance. This growth has recently become an explosion with major corporate scandals such as WorldCom and Enron in the US, the international diffusion of corporate governance codes and wider interest in researching corporate governance in different institutional contexts and through different subject lenses. In view of these developments, this book will be a rigorous update and development of the editor’s earlier work, Corporate Governance: Economic, Management and Financial Issues. Each chapter, written by an expert in the subject offers a high level review of the topic, embracing material from financial accounting, strategy and economic perspectives.

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Technical innovations and organizational innovations are of major importance for the competitive performance of firms and of nations and for the long term growth of the world economy. This area of economics has been subjected to an explosion of theoretical and empirical research during the last 30 years by economists in the United States and more recently their colleagues in Europe and Japan. This volume focuses attention on the most significant advances both in theoretical and empirical work published in leading journals of economics as well as in journals dealing with policies for science and technology. It covers all the major developments including evolutionary theory, strategies of firms, path dependency, diffusion of innovations and paradigm change.

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This book explores the relationship between the state and war within the context of seismic technological change. As we experience a fourth industrial revolution, technology already exerts a huge impact on the character of war and military strategies in the form of drones and other types of ‘remote’ warfare. However, technological developments are not confined to the defence sector, and the diffusion of military technology inevitably also affects the wider economy and society. This book investigates these possible developments and speculates on their ramifications for the future. Through its analysis, the book questions what will happen to war and the state and whether we will reach a point where war leads to the unmaking of the state itself.

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A new, counterintuitive theory for how social networks influence the spread of behaviorNew social movements, technologies, and public-health initiatives often struggle to take off, yet many diseases disperse rapidly without issue. Can the lessons learned from the viral diffusion of diseases be used to improve the spread of beneficial behaviors and innovations? In How Behavior Spreads, Damon Centola presents over a decade of original research examining how changes in societal behavior--in voting, health, technology, and finance—occur and the ways social networks can be used to influence how they propagate. Centola's startling findings show that the same conditions accelerating the viral expansion of an epidemic unexpectedly inhibit the spread of behaviors.While it is commonly believed that "weak ties"—long-distance connections linking acquaintances—lead to the quicker spread of behaviors, in fact the exact opposite holds true. Centola demonstrates how the most well-known, intuitive ideas about social networks have caused past diffusion efforts to fail, and how such efforts might succeed in the future. Pioneering the use of Web-based methods to understand how changes in people's social networks alter their behaviors, Centola illustrates the ways in which these insights can be applied to solve countless problems of organizational change, cultural evolution, and social innovation. His findings offer important lessons for public health workers, entrepreneurs, and activists looking to harness networks for social change.Practical and informative, How Behavior Spreads is a must-read for anyone interested in how the theory of social networks can transform our world.

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Exporting Japanese Aesthetics brings together historical and contemporary case studies addressing the evolution of international impacts and influences of Japanese culture and aesthetics. The volume draws on a wide range of examples from a multidisciplinary team of scholars exploring transnational, regional and global contexts. Studies include the impact of traditional Japanese theatre and art through to the global popularity of contemporary anime and manga. Under the banner of soft power or Cool Japan, cultural commodities that originate in Japan have manifested new meanings outside Japan. By (re)mapping meanings of selected Japanese cultural forms, this volume offers an in-depth examination of how various aspects of Japanese aesthetics have evolved as exportable commodities, the motivations behind this diffusion, and the extent to which the process of diffusion has been the result of strategic planning. Each chapter presents a case study that explores perspectives that situate Japanese aesthetics within a wide-ranging field of inquiry including performance, tourism, and visual arts, as well as providing historical contexts. The importance of interrogating the export of Japanese aesthetics is validated at the highest levels of government, which formed the Office of Cool Japan in 2010, and which perhaps originated in the 19th Century at governmentally endorsed cultural courts at worlds fairs. Increased international consumption of contemporary Japanese culture provides a much needed boost to Japans weakening economy. The case studies are timely and topical. As host of the 2020 Tokyo Olympic Games and the 2025 Osaka Expo, Cool Japan will be under special scrutiny.

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This is a fascinating history of how psychoanalysis became an essential element of contemporary Argentine culture—in the media, in politics, and in daily private lives. The book reveals the unique conditions and complex historical process that made possible the diffusion, acceptance, and popularization of psychoanalysis in Argentina, which has the highest number of psychoanalysts per capita in the world. It shows why the intellectual trajectory of the psychoanalytic movement was different in Argentina than in either the United States or Europe and how Argentine culture both fostered and was shaped by its influence. The book starts with a description of the Argentine medical and intellectual establishments’ reception of psychoanalysis, and the subsequent founding of the Argentine Psychoanalytic Association in 1942. It then broadens to describe the emergence of a “psy culture” in the 1960s, tracing its origins to a complex combination of social, economic, political, and cultural factors. The author then analyzes the role of “diffusers” of psychoanalysis in Argentina—both those who were part of the psychoanalytic establishment and those who were not. The book goes on to discuss specific areas of reception and diffusion of psychoanalytic thought: its acceptance by progressive sectors of the psychiatric profession; the impact of the psychoanalytically oriented program in psychology at the University of Buenos Aires; and the incorporation of psychoanalysis into the theoretical artillery of the influential left of the 1960s and 1970s. Finally, the author analyzes the effects of the military dictatorship, established in 1976, on the “psy” universe, showing how it was possible to practice psychoanalysis in a highly authoritarian political context.

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This collection of writings by specialists from many disciplines explores a wide range of topics relating to English painter George Romney (1734–1802). The contributors to the book address not only Romney’s personality and artistic practice, but also aspects of the cultural context of his work, such as its relation to theater and its diffusion through prints. Key essays discuss the central themes of the artist’s work, his rivalry with Sir Joshua Reynolds, and his painting technique. Alex Kidson offers in the introduction a survey of previous writings about Romney and their impact on the artist’s reputation two centuries after his death. Published for the Paul Mellon Centre for Studies in British Art

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This book looks at the backstage of the Organisation for Economic Co-Operation and Development’s (OECD) educational agendas. By explaining the rise and fall of its first educational agenda – Recurrent Education – it explores the organisation’s institutional structures and functioning, as well as its decision-making processes. The volume brings together theoretical approaches and empirical findings to expound on the organisation’s three overlapping constitutive dimensions of actor, arena, and instrument. The study shows the significance of intertwined institutional and conceptual changes for educational agenda-setting and knowledge production within the organization. The author turns the focus from the diffusion/reception of international policies to their production, and analyses a large volume of internal documents across time (1960s–1980s).

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.- Multimodality..- ARIF: An Adaptive Attention-Based Cross-Modal Representation Integration Framework..- BVRCC: Bootstrapping Video Retrieval via Cross-matching Correction..- CAW: Confidence-based Adaptive Weighted Model for Multi-modal Entity Linking..- Cross-Modal Attention Alignment Network with Auxiliary Text Description for zero-shot sketch-based image retrieva..- Exploring Interpretable Semantic Alignment for Multimodal Machine Translation..- Modal fusion-Enhanced two-stream hashing network for Cross modal Retrieval..- Text Visual Question Answering Based on Interactive Learning and Relationship Modeling..- Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment..- Federated Learning..- Addressing the Privacy and Complexity of Urban Traffic  Flow Prediction with Federated Learning and  Spatiotemporal Graph Convolutional

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Stein's Theorem in the upper-half plane and Bergman spaces with weights.- Representation theorems in Hardy-Orlicz spaces of the upper half-plane.- Characterizations of Lp-vector fields divergence distributions.- Boundedness of some commutators in Dunkl-Fofana spaces.- The Ubiquitous Appearance of BUPUs.- Estimate of the Lp-Fourier transform norm for some Lie groups.- Spherical function of type on groupoids.- Convolution in Orlicz spaces on Hypergroups.- A Variational Approach to the Cauchy Problem for Nonlinear Elliptic Systems.- Large deviations and Berry-Esseen inequalities in the stochastic diffusion driven by a Volterra type process.- Entropy stable Godunov numerical schemes for the Euler equations.- Time convergence of Bloch-type model with Pauli's master equation and wave-matter interaction.

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This book offers an in-depth explanation of Task-Based Language Teaching (TBLT) and the methods necessary to implement it in the language classroom successfully. Combines a survey of theory and research in instructed second language acquisition (ISLA) with insights from language teaching and the philosophy of education Details best practice for TBLT programs, including discussion of learner needs and means analysis; syllabus design; materials writing; choice of methodological principles and pedagogic procedures; criterion-referenced, task-based performance assessment; and program evaluation Written by an esteemed scholar of second language acquisition with over 30 years of research and classroom experience Considers diffusion of innovation in education and the potential impact of TBLT on foreign and second language learning

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This book offers an in-depth explanation of Task-Based Language Teaching (TBLT) and the methods necessary to implement it in the language classroom successfully. Combines a survey of theory and research in instructed second language acquisition (ISLA) with insights from language teaching and the philosophy of education Details best practice for TBLT programs, including discussion of learner needs and means analysis; syllabus design; materials writing; choice of methodological principles and pedagogic procedures; criterion-referenced, task-based performance assessment; and program evaluation Written by an esteemed scholar of second language acquisition with over 30 years of research and classroom experience Considers diffusion of innovation in education and the potential impact of TBLT on foreign and second language learning

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The emergence and diffusion of advanced digital production (ADP) technologies clustered around the fourth industrial revolution (4IR) is radically altering the nature of manufacturing production, increasingly blurring the boundaries between physical and digital production systems. The significant requirements of ADP technologies are opening questions on whether industrialization is still a feasible or even a desirable strategy to achieve economic development. This publication contributes to this debate by presenting fresh analytical and empirical evidence on the future of industrialization in the context of a technological paradigm shift. According to the report, it is by engaging with industrialization that countries can build and strengthen the skills and capabilities needed to compete and succeed within the new technological paradigm.

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A pupil of André Grabar, Tania Velmans has worked for over thirty years on the art of the Byzantine empire and its wider diffusion throughout the neighbouring Slavic lands. This volume makes available sixteen of the author's studies divided into four sections. The first examines the development of such themes as the Fountain of Life and the Akathistos cycle in Byzantium, and their radiation throughout the Slavic world, and looks at other Byzantine-derived subjects in the art of Western Europe. The second group of studies looks at iconographic developments within the Byzantine Empire. A third section looks at later Western influence on Byzantine and medieval Slav art. The final section deals with drawings and bookbinding.

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The essays in this book analyze and explain the crisis of democratic representation in five Andean countries: Bolivia, Colombia, Ecuador, Peru, and Venezuela. In this region, disaffection with democracy, political parties, and legislatures has spread to an alarming degree. Many presidents have been forced from office, and many traditional parties have fallen by the wayside. These five countries have the potential to be negative examples in a region that has historically had strong demonstration and diffusion effects in terms of regime changes. The Crisis of Democratic Representation in the Andes addresses an important question for Latin America as well as other parts of the world: Why does representation sometimes fail to work?

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The books Fractional Calculus with Applications in Mechanics: Vibrations and Diffusion Processes and Fractional Calculus with Applications in Mechanics: Wave Propagation, Impact and Variational Principles contain various applications of fractional calculus to the fields of classical mechanics. Namely, the books study problems in fields such as viscoelasticity of fractional order, lateral vibrations of a rod of fractional order type, lateral vibrations of a rod positioned on fractional order viscoelastic foundations, diffusion-wave phenomena, heat conduction, wave propagation, forced oscillations of a body attached to a rod, impact and variational principles of a Hamiltonian type. The books will be useful for graduate students in mechanics and applied mathematics, as well as for researchers in these fields. Part 1 of this book presents an introduction to fractional calculus. Chapter 1 briefly gives definitions and notions that are needed later in the book and Chapter 2 presents definitions and some of the properties of fractional integrals and derivatives. Part 2 is the central part of the book. Chapter 3 presents the analysis of waves in fractional viscoelastic materials in infinite and finite spatial domains. In Chapter 4, the problem of oscillations of a translatory moving rigid body, attached to a heavy, or light viscoelastic rod of fractional order type, is studied in detail. In Chapter 5, the authors analyze a specific engineering problem of the impact of a viscoelastic rod against a rigid wall. Finally, in Chapter 6, some results for the optimization of a functional containing fractional derivatives of constant and variable order are presented.

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Die Autoren geben einen Überblick über nahezu alle Materialien, die dem Ingenieur zur Verfügung stehen, seien es metallische, nichtmetallische, Naturstoffe oder Kunststoffe. Beschrieben werden integrierende physikalische Phänomene, wie z. B. atomare Bindung und Struktur, Diffusion und Phasenumwandlung, Vorgänge an Grenzflächen, Korrosion, Festigkeit und Verformung, elektrische und magnetische Eigenschaften. Auch die Technologie der Herstellung von Werkstoffen und ihrer Verarbeitung zu Bauteilen wird übergreifend dargestellt.Im Mittelpunkt der Überarbeitung für die 6. Auflage stand die Neufassung des zentralen Kapitels 10 „Festigkeit – Verformung – Bruch“, welches die Zusammenhänge zwischen Mikrostruktur und mechanischen Eigenschaften beschreibt. Andere Teile wurden redigiert und aktualisiert.Die ZielgruppenDas Buch eignet sich als Einführung für Studierende der Werkstoffwissenschaft und des Maschinenbaus genauso wie für Ingenieure in der Praxis, welche die Erinnerung an Gelerntes auffrischen wollen.

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Artificial Intelligence for Personalized Care, Wellness and Longevity Research.- Towards Personalised Patient Risk Prediction Using Temporal Hospital Data  Trajectories.-  Ambulance Routing for Optimizing Stroke Patient Outcomes.- Navigating the Synthetic Realm Harnessing Diffusion based Models for Laparoscopic Text to Image Generation.- Generation of Clinical Skin Images with Pathology with Scarce Data.- MILFORMER Weighted Dual Stream Class Centered Random Attention Multiple Instance Learning for Whole Slide Image Classification.- Multi-Prompt Fine Tuning of Foundation Models for Enhanced Biomedical Image Segmentation.- A Transformer Approach for Cognitive Impairment Classification.- Deep Learning Approach to Identify Diabetic Retinopathy Severity and Progression Using Ultra Wide Field Retinal Images.- DOST Domain Obedient Self supervision for Trustworthy Multi Label Classification with Noisy Labels.- Using Large Language Models for Gene

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Within the field of modeling complex objects in natural sciences, which considers systems that consist of a large number of interacting parts, a good tool for analyzing and fitting models is the theory of random evolutionary systems, considering their asymptotic properties and large deviations. In Random Evolutionary Systems we consider these systems in terms of the operators that appear in the schemes of their diffusion and the Poisson approximation. Such an approach allows us to obtain a number of limit theorems and asymptotic expansions of processes that model complex stochastic systems, both those that are autonomous and those dependent on an external random environment. In this case, various possibilities of scaling processes and their time parameters are used to obtain different limit results.

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This book is a systematic inquiry of conspiracy theories across Latin America.Conspiracy theories project not only an interpretive logic of reality that leads people to believe in sinister machinations, but also imply a theory of power that requires mobilizing and taking action. Through history, many have fallen for the allure of conspiratorial narratives, even the most unsubstantiated and bizarre. This book traces the main conspiracy theories developing in Latin America since late colonial times and into the present, and identifies the geopolitical, socioeconomic and cultural scenarios of their diffusion and mobilization.Students and scholars of Latin American history and politics, as well as comparatists, will find in this book penetrating analyses of major conspiratorial designs in this multi-state region of the Americas.

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