Tag: Computational

Free Download Computational Global Macro: Game Theory, Machines Learning And Causal Inference
English | 2025 | ISBN: 9811293953 | 186 Pages | PDF (True) | 3 MB
Computational Global Macro offers investors a new paradigm for the analysis of geopolitical risk. By drawing on game theory, reinforcement learning, and causal inference, the book provides investors with a novel framework for analyzing the political and economic interactions between global actors. In doing so it presents a counterpoint to the often informal and speculative approach to geopolitical analysis that is prevalent in the research produced by investment firms. The book will thus serve as a valuable reference for investment professionals, students, and academics seeking to apply sophisticated quantitative tools to the development of their macro views.

Free Download Integrating Computational Thinking Through Design-Based Learning: Strategies for Integration in Different Disciplines by Mustafa Saritepeci, Hatice Yildiz Durak
English | PDF EPUB (True) | 2024 | 237 Pages | ISBN : 981960852X | 13.2 MB
This book creates a theoretical framework to consider the integration of computational thinking (CT) into learning and teaching processes in different contexts from a design-based learning (DBL) perspective, and presents various intervention studies. The chapters each focus on a different aspect of CT integration through DBL, providing an overview and discussing the benefits of integrating CT into the curriculum. The book also discusses the design thinking process and how it can be used to promote CT, focusing on CT concepts and considering perspectives on how these concepts can be integrated into DBL activities. It also explores how artificial intelligence (AI)-based design-oriented learning activities can be used to develop students’ CT skills, examines the information technology (IT) concept of pattern recognition, and provides examples of how this can be integrated into DBL activities. It presents practical examples on integrating CT into the teaching-learning process from a design-based learning perspective, summarizes approaches to assessing CT skills, and discusses them in the context of design-based learning. Lastly, this book also conducts a bibliometric analysis of publication and citation trends in computational thinking research conducted in design-based learning.

Free Download Encyclopedia of Computational Neuroscience, Second Edition by Dieter Jaeger, Ranu Jung
English | PDF (True) | 2022 | 3703 Pages | ISBN : 107161004X | 131.3 MB
The annual Computational Neuroscience Meeting (CNS) began in 1990 as a small workshop called Analysis and Modeling of Neural Systems. The goal of the workshop was to explore the boundary between neuroscience and computation. Riding on the success of several seminal papers, physicists had made "Neural Networks" fashionable, and soon the quantitative methods used in these abstract model networks started permeating the methods and ideas of experimental neuroscientists. Although experimental neurophysiological approaches provided many advances, it became increasingly evident that mathematical and computational techniques would be required to achieve a comprehensive and quantitative understanding of neural system function. "Computational Neuroscience" emerged to complement experimental neurophysiology. The Encyclopedia of Computational Neuroscience, published in conjunction with the Organization for Computational Neuroscience, will be an extensive reference work consultable by both researchers and graduate level students. It will be a dynamic, living reference, updatable and containing linkouts and multimedia content whenever relevant.

Free Download Computational Stylistics in Poetry, Prose, and Drama
by Anne-Sophie Bories, Petr Plecháč
English | 2022 | ISBN: 3110781417 | 243 Pages | PDF | 13.2 MB

Free Download Molecular and Computational Modeling of Cardiac Function
English | 2024 | ISBN: 3031737296 | 207 Pages | PDF EPUB (True) | 34 MB
In Molecular and Computational Modeling of Cardiac Function, a group of prominent professors and researchers explain the fundamental concepts of molecular modeling and illustrate the biomedical applications. The book covers the following topics:

Free Download Frontiers in Computational Fluid-Structure Interaction and Flow Simulation: Research from Lead Investigators under Forty – 2018 by Tayfun E. Tezduyar
English | PDF,EPUB | 2018 | 493 Pages | ISBN : 3319964682 | 198.51 MB
Computational fluid-structure interaction and flow simulation are challenging research areas that bring solution and analysis to many classes of problems in science, engineering, and technology. Young investigators under the age of 40 are conducting much of the frontier research in these areas, some of which is highlighted in this book. The first author of each chapter took the lead role in carrying out the research presented.

Free Download Computational Methods In Nonlinear Analysis: Efficient Algorithms, Fixed Point Theory And Applications
English | 2013 | ISBN: 9814405825 | 592 Pages | PDF (True) | 5 MB
The field of computational sciences has seen a considerable development in mathematics, engineering sciences, and economic equilibrium theory. Researchers in this field are faced with the problem of solving a variety of equations or variational inequalities. We note that in computational sciences, the practice of numerical analysis for finding such solutions is essentially connected to variants of Newton’s method. The efficient computational methods for finding the solutions of fixed point problems, nonlinear equations and variational inclusions are the first goal of the present book. The second goal is the applications of these methods in nonlinear problems and the connection with fixed point theory.This book is intended for researchers in computational sciences, and as a reference book for an advanced computational methods in nonlinear analysis. We collect the recent results on the convergence analysis of numerical algorithms in both finite-dimensional and infinite-dimensional spaces, and present several applications and connections with fixed point theory. The book contains abundant and updated bibliography, and provides comparison between various investigations made in recent years in the field of computational nonlinear analysis.

Free Download Computational Methods and Application in Machine Learning by Chunwei Tian, Huawen Liu, Chengyuan Zhang, Weiren Yu
English | PDF (True) | 2024 | 308 Pages | ISBN : N/A | 32.2 MB
The Book contains 17 in total articles that are accepted and published in the Special Issue "Computational Methods and Application in Machine Learning, 2023" of the MDPI Mathematics journal. The articles cover a wide range of topics with respect to the theory and applications of the computational method in machine learning. These keywords include artificial intelligence big data and analysis, machine learning, deep learning, natural language understanding, pattern recognition, computer vision, information retrieval, data mining, bioinformatics and biomedical applications, reinforcement learning, multimedia analysis and retrieval, multimodal representation learning, feature selection, clustering, etc.

Free Download MARINE 2011, IV International Conference on Computational Methods in Marine Engineering: Selected Papers By A. H. Koop, C. M. Klaij, G. Vaz (auth.), Luís Eça, Eugenio Oñate, Julio García-Espinosa, Trond Kvamsdal, Pål Bergan (eds.)
2013 | 284 Pages | ISBN: 9400761422 | PDF | 20 MB
This book contains selected papers from the Fourth International Conference on Computational Methods in Marine Engineering, held at Instituto Superior Técnico, Technical University of Lisbon, Portugal in September 2011. Nowadays, computational methods are an essential tool of engineering, which includes a major field of interest in marine applications, such as the maritime and offshore industries and engineering challenges related to the marine environment and renewable energies. The 2011 Conference included 8 invited plenary lectures and 86 presentations distributed through 10 thematic sessions that covered many of the most relevant topics of marine engineering today. This book contains 16 selected papers from the Conference that cover "CFD for Offshore Applications", "Fluid-Structure Interaction", "Isogeometric Methods for Marine Engineering", "Marine/Offshore Renewable Energy", "Maneuvering and Seakeeping", "Propulsion and Cavitation" and "Ship Hydrodynamics". The papers were selected with the help of the recognized experts that collaborated in the organization of the thematic sessions of the Conference, which guarantees the high quality of the papers included in this book.

Free Download Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2011, Paris, France, October 24-26, 2011 By Qiangfu Zhao (auth.), Kurosh Madani, António Dourado, Agostinho Rosa, Joaquim Filipe (eds.)
2013 | 362 Pages | ISBN: 3642356370 | PDF | 16 MB
The present book includes a set of selected extended papers from the third International Joint Conference on Computational Intelligence (IJCCI 2011), held in Paris, France, from 24 to 26 October 2011. The conference was composed of three co-located conferences: The International Conference on Fuzzy Computation (ICFC), the International Conference on Evolutionary Computation (ICEC), and the International Conference on Neural Computation (ICNC). Recent progresses in scientific developments and applications in these three areas are reported in this book. IJCCI received 283 submissions, from 59 countries, in all continents. This book includes the revised and extended versions of a strict selection of the best papers presented at the conference.