Introduction To Multidisciplinary Science With Artificial Intelligence

Author : Luc Thomas Ikelle
Publisher : CRC Press
Page : 823 pages
File Size : 49,8 Mb
Release : 2024-06-24
Category : Science
ISBN : 9781040022634

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Introduction to Multidisciplinary Science with Artificial Intelligence by Luc Thomas Ikelle Pdf

The book is about multidisciplinary science education. The challenges of our time, such as improving the length and quality of lives on Earth and short- and long-distance communication and transportation. In this book, we provide readers with the multidisciplinary education necessary to meet the scientific and technological challenges of our time while optimizing the college experience for students. The fundamental notions addressed in this book include gravitational forces and energy; dark matter and dark energy; heat transfer in solid Earth, stars’ interiors, and human bodies; electromagnetic radiation and spectroscopy; quantum entanglement and computing; accretion disks; matter in plasma state; and exoplanets. We illustrate the importance of these notions with applications across disciplines, including monitoring the deformation of the solid Earth’s surface using satellite measurements, unusual gravity anomalies in Antarctica, a view and characterization of the far side of our Moon, Earth’s climate, Titan’s anti-greenhouse effect, long-distance communication between Earth and the planets and exoplanets, etc. Finally, the book contains analytical and computational problems, including MATLAB software developed especially for the classes associated with this book. Key Features: • Contains multiple analytic and computational (MATLAB) exercises • Explores applications related to space programs' discoveries • Provides an accessible introduction and response to growing Multidisciplinary Science programs Dr. Luc Thomas Ikelle is a scientist with Imode Energy. He is also currently an adjunct professor in the Department of Geology and Geophysics at Texas A&M University. Previously, he worked at Cray Research Inc. in Minneapolis, developing 3D seismic inversion algorithms for CRAY Y-PM. From 1988 to 1997, he worked as a scientist for Schlumberger Geco-Prakla, Schlumberger Doll Research, and Schlumberger Cambridge Research. From 1997 to 2014, Dr. Ikelle was Robert R. Berg Professor in the Department of Geology and Geophysics at Texas A&M University. He earned a Ph.D. in geophysics and geochemistry from Paris 7 University in France. He received Le Prix de Thesis du CNRS in 1986 for his Ph.D. thesis, an SEG award in 2010 for his contribution to the creation of Geoscientists Without Borders, and a Texas AM University award as an outstanding scientist in 2012. He is a cofounder of Geoscientists Without Borders and of Imode Energy Research, and a member of SEG, AGU, and APS. Dr. Ikelle has worked as a DOE (US Department of Energy) special employer from 2005 to 2012 and was a member of Ultra-Deepwater Advisory Committee (an advisory committee to the Secretary of Energy) from 2005 to 2012.

Author : Luc Ikelle
Publisher : Unknown
Page : 0 pages
File Size : 42,7 Mb
Release : 2023-01-10
Category : Electronic
ISBN : 168507992X

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Introduction to Multidisciplinary Science in an Artificial-Intelligence Age: the Matter in Our Universe, Biological Cells, and Plate Tectonics by Luc Ikelle Pdf

Higher science education is about preparing people to address the scientific and technological challenges of our times. The list of these challenges includes, but are not limited to, feeding the world's growing population, improving the length and quality of lives on Earth, improving short- and long- distance communication and transportation, predicting of, adapting to, and mitigating of natural hazards, and exploring space to improve our lives on Earth and for the survival of our civilization. This book prepares students to understand and address these challenges because these challenges, even in most of their narrow focuses, transcend the current college curriculums or programs. The Earth's climate change is an example of the narrow focus of the large topic of natural hazards. It spans almost all aspects of modern sciences, including biology, chemistry, and physics. Moreover, the span of these challenges may also be telling us that we have to rethink higher sciences education because the current splintering of science education into endless disciplines may not be the best or a unique way to prepare minds to address these challenges. We may be locking great young minds to a certain viewpoint forever, an unintended indoctrination. At least some universities and colleges must start moving away from the monolithic way of delivering higher science education or to create a multidisciplinary science as a separate program and hopefully unleash a new generation of super engineers and scientists who are speaking scientific language. Moreover, this approach may optimize the higher education time for some people.

Author : Luc Ikelle
Publisher : Unknown
Page : 0 pages
File Size : 49,8 Mb
Release : 2024
Category : Science
ISBN : 1032620595

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Introduction to Multidisciplinary Science with Artificial Intelligence by Luc Ikelle Pdf

"Technological developments and advances in scientific research have enabled the cross-fertilization of scientific disciplines. This book aims to provide readers with the tools necessary to address scientific and technological challenges in astronomy and space exploration. It explores gravity, the structure of the Earth and stars, spectroscopy of molecules, minerals, and stars, in addition to the accretion of stars and exoplanets and identification of Earth-like exoplanets. It also explores topics closer to home, geodesy, climate change, quantum computing and quantum entanglement, electricity in the human body and ground, and plasma as form of matter. Chapters include multiple exercises and advanced computer exercises, enabling readers to better understand and contribute to the resolution of current scientific and technological challenges. The book can serve as a practical guidebook for students studying astronomy and astrophysics, alongside general physics, chemistry and biology modules and multidisciplinary courses in science education"--

Author : Luc Ikelle
Publisher : Unknown
Page : 0 pages
File Size : 54,8 Mb
Release : 2023-03-15
Category : Electronic
ISBN : 9798886975222

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Introduction to Multidisciplinary Science in an Artificial-Intelligence Age: Properties of Matter: Elasticity, Permeability, Porosity, Viscosity, and Wettability by Luc Ikelle Pdf

Higher science education is about preparing people to address the scientific and technological challenges of our times. The list of these challenges includes, but is not limited to, feeding the world's growing population, improving the length and quality of lives on Earth, improving short- and long- distance communication and transportation, predicting of, adapting to, and mitigating of natural hazards, and exploring space to improve our lives on Earth and for the survival of our civilization. This book series prepares students to understand and contribute, to address these challenges. Because these challenges, even in most of their narrow focuses, transcend the current college curriculums or programs. The Earth's climate change is an example of the narrow focus of the large topic of natural hazards. It spans almost all aspects of modern sciences, including biology, chemistry, and physics. Moreover, the span of these challenges may also be telling us that we have to rethink higher sciences education because the current splintering of science education into endless disciplines may not be the best or a unique way to prepare minds to address these challenges. We may be locking talented young minds to a certain viewpoint forever, an unintended indoctrination. At least some universities and colleges must start moving away from the monolithic way of delivering higher science education or to create a multidisciplinary science as a separate program and hopefully unleash a new generation of super engineers and scientists who are speaking scientific language. Moreover, this approach may optimize the higher education time for some people.

Author : Luc Ikelle
Publisher : Unknown
Page : 0 pages
File Size : 51,7 Mb
Release : 2023-05-15
Category : Electronic
ISBN : 9798886977417

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Introduction to Multidisciplinary Science in an Artificial-Intelligence Age: Geodesy, Geotherms, Spectroscopy, and Spontaneous Electricity by Luc Ikelle Pdf

This book covers the materials of multiple current programs in a short space because these programs include huge duplications that we have avoided here. They also unnecessarily over-elaborate on some materials, which are actually just examples, exercises, or applications of a given topic, another issue avoided in this text.

Author : Mariusz Flasiński
Publisher : Springer
Page : 321 pages
File Size : 40,8 Mb
Release : 2016-08-31
Category : Computers
ISBN : 9783319400228

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Introduction to Artificial Intelligence by Mariusz Flasiński Pdf

In the chapters in Part I of this textbook the author introduces the fundamental ideas of artificial intelligence and computational intelligence. In Part II he explains key AI methods such as search, evolutionary computing, logic-based reasoning, knowledge representation, rule-based systems, pattern recognition, neural networks, and cognitive architectures. Finally, in Part III, he expands the context to discuss theories of intelligence in philosophy and psychology, key applications of AI systems, and the likely future of artificial intelligence. A key feature of the author's approach is historical and biographical footnotes, stressing the multidisciplinary character of the field and its pioneers. The book is appropriate for advanced undergraduate and graduate courses in computer science, engineering, and other applied sciences, and the appendices offer short formal, mathematical models and notes to support the reader.

Author : LUC. IKELLE
Publisher : Unknown
Page : 0 pages
File Size : 42,6 Mb
Release : 2023-01-10
Category : Electronic
ISBN : 9798886970487

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Introduction to Multidisciplinary Science in an Artificial-Intelligence Age: Chemical, Nuclear, and Thermonuclear Reactions, and Oxygenic and Anoxygenic Photosyntheses by LUC. IKELLE Pdf

The book is divided into three volumes. Volume 2 has five chapters. In these five chapters we introduce, with significant details, the core fundamental notions of (1) deformability, (2) sound and hearing, (3) permeability and porosity, (4) viscosity, (5) immiscibility, (6) wettability, (7) gravity and geodesy, and (8) heat and thermodynamics. We then illustrate, with applications across disciplines, the importance of these notions in our lives and in understanding the world around us. These applications include the description of skyquakes and limnic eruptions, the origin of hydrocarbon accumulations underground, the description of the interiors of our Moon and of Jupiter's core, the differences between the near and far side of our Moon, vortices in oceans, gravity anomalies of Antarctica and Mars, lateral and vertical plate motions, the absence of induced earthquakes in the Bakken shale play, self-cleaning surfaces including oil spills, human thermoregulation, thermal diagnostics and therapies, bone and muscles losses during space travels, and nuclear fusion by gravitational confinement.

Author : Faria Nassiri-Mofakham
Publisher : Bentham Science Publishers
Page : 428 pages
File Size : 43,8 Mb
Release : 2017-08-07
Category : Computers
ISBN : 9781681085029

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Intelligent Computational Systems: A Multi-Disciplinary Perspective by Faria Nassiri-Mofakham Pdf

Intelligent Computational Systems presents current and future developments in intelligent computational systems in a multi-disciplinary context. Readers will learn about the pervasive and ubiquitous roles of artificial intelligence (AI) and gain a perspective about the need for intelligent systems to behave rationally when interacting with humans in complex and realistic domains. This reference covers widespread applications of AI discussed in 11 chapters which cover topics such as AI and behavioral simulations, AI schools, automated negotiation, language analysis and learning, financial prediction, sensor management, Multi-agent systems, and much more. This reference work is will assist researchers, advanced-level students and practitioners in information technology and computer science fields interested in the broad applications of AI.

Author : Kevin Leyton-Brown,Yoav Shoham
Publisher : Morgan & Claypool Publishers
Page : 106 pages
File Size : 45,6 Mb
Release : 2008-07-08
Category : Computers
ISBN : 9781598295948

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Essentials of Game Theory by Kevin Leyton-Brown,Yoav Shoham Pdf

Game theory is the mathematical study of interaction among independent, self-interested agents. The audience for game theory has grown dramatically in recent years, and now spans disciplines as diverse as political science, biology, psychology, economics, linguistics, sociology, and computer science, among others. What has been missing is a relatively short introduction to the field covering the common basis that anyone with a professional interest in game theory is likely to require. Such a text would minimize notation, ruthlessly focus on essentials, and yet not sacrifice rigor. This Synthesis Lecture aims to fill this gap by providing a concise and accessible introduction to the field. It covers the main classes of games, their representations, and the main concepts used to analyze them.

Author : Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid EI-Hallak
Publisher : Springer Nature
Page : 475 pages
File Size : 46,6 Mb
Release : 2022-11-29
Category : Business & Economics
ISBN : 9783031169908

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Machine Learning for Practical Decision Making by Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid EI-Hallak Pdf

This book provides a hands-on introduction to Machine Learning (ML) from a multidisciplinary perspective that does not require a background in data science or computer science. It explains ML using simple language and a straightforward approach guided by real-world examples in areas such as health informatics, information technology, and business analytics. The book will help readers understand the various key algorithms, major software tools, and their applications. Moreover, through examples from the healthcare and business analytics fields, it demonstrates how and when ML can help them make better decisions in their disciplines. The book is chiefly intended for undergraduate and graduate students who are taking an introductory course in machine learning. It will also benefit data analysts and anyone interested in learning ML approaches.

Author : Margaret A. Boden
Publisher : Oxford University Press
Page : 168 pages
File Size : 53,8 Mb
Release : 2018-08-16
Category : Computers
ISBN : 9780191080067

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Artificial Intelligence: A Very Short Introduction by Margaret A. Boden Pdf

The applications of Artificial Intelligence lie all around us; in our homes, schools and offices, in our cinemas, in art galleries and - not least - on the Internet. The results of Artificial Intelligence have been invaluable to biologists, psychologists, and linguists in helping to understand the processes of memory, learning, and language from a fresh angle. As a concept, Artificial Intelligence has fuelled and sharpened the philosophical debates concerning the nature of the mind, intelligence, and the uniqueness of human beings. In this Very Short Introduction , Margaret A. Boden reviews the philosophical and technological challenges raised by Artificial Intelligence, considering whether programs could ever be really intelligent, creative or even conscious, and shows how the pursuit of Artificial Intelligence has helped us to appreciate how human and animal minds are possible. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.

Author : Philip C. Jackson
Publisher : Courier Dover Publications
Page : 545 pages
File Size : 47,5 Mb
Release : 2019-08-14
Category : Computers
ISBN : 9780486832869

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Introduction to Artificial Intelligence by Philip C. Jackson Pdf

Can computers think? Can they use reason to develop their own concepts, solve complex problems, understand our languages? This updated edition of a comprehensive survey includes extensive new text on "Artificial Intelligence in the 21st Century," introducing deep neural networks, conceptual graphs, languages of thought, mental models, metacognition, economic prospects, and research toward human-level AI. Ideal for both lay readers and students of computer science, the original text features abundant illustrations, diagrams, and photographs as well as challenging exercises. Lucid, easy-to-read discussions examine problem-solving methods and representations, game playing, automated understanding of natural languages, heuristic search theory, robot systems, heuristic scene analysis, predicate-calculus theorem proving, automatic programming, and many other topics.

Author : Hojjatollah Farahani,Marija Blagojević,Parviz Azadfallah,Peter Watson,Forough Esrafilian,Sara Saljoughi
Publisher : Springer Nature
Page : 262 pages
File Size : 47,8 Mb
Release : 2023-05-18
Category : Psychology
ISBN : 9783031311727

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An Introduction to Artificial Psychology by Hojjatollah Farahani,Marija Blagojević,Parviz Azadfallah,Peter Watson,Forough Esrafilian,Sara Saljoughi Pdf

Artificial Psychology (AP) is a highly multidisciplinary field of study in psychology. AP tries to solve problems which occur when psychologists do research and need a robust analysis method. Conventional statistical approaches have deep rooted limitations. These approaches are excellent on paper but often fail to model the real world. Mind researchers have been trying to overcome this by simplifying the models being studied. This stance has not received much practical attention recently. Promoting and improving artificial intelligence helps mind researchers to find a holistic model of mental models. This development achieves this goal by using multiple perspectives and multiple data sets together with interactive, and realistic models. In this book, the methodology of approximate inference in psychological research from a theoretical and practical perspective has been considered. Quantitative variable-oriented methodology and qualitative case-oriented methods are both used to explain the set-oriented methodology and this book combines the precision of quantitative methods with information from qualitative methods. This is a book that many researchers can use to expand and deepen their psychological research and is a book which can be useful to postgraduate students. The reader does not need an in-depth knowledge of mathematics or statistics because statistical and mathematical intuitions are key here and they will be learned through practice. What is important is to understand and use the new application of the methods for finding new, dynamic and realistic interpretations. This book incorporates theoretical fuzzy inference and deep machine learning algorithms in practice. This is the kind of book that we wished we had had when we were students. This book covers at least some of the most important issues in mind research including uncertainty, fuzziness, continuity, complexity and high dimensionality which are inherent to mind data. These are elements of artificial psychology. This book implements models using R software.

Author : Carolotta Berry
Publisher : Morgan & Claypool Publishers
Page : 97 pages
File Size : 44,7 Mb
Release : 2012-03-01
Category : Technology & Engineering
ISBN : 9781608457991

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Mobile Robotics for Multidisciplinary Study by Carolotta Berry Pdf

This lecture provides an introduction to the field of mobile robotics and the intersection between multiple robotics-related disciplines including electrical, mechanical, computer, software engineering and computer science. It is intended for an upper-level undergraduate or first-year graduate students interested in mobile robotics and artificial intelligence with some experience in object-oriented programming and controls. Focus areas will include robotics history, hardware, control and software. Specific topics include robot components, effectors and actuators, locomotion, kinematics, sensors, feedback control, control architectures, representation, navigation, localization and mapping. The end of each chapter includes review questions as well as exercises to provide applications for the concepts as well as opportunities for further study. Table of Contents: Introduction / Hardware / Control / Software

Author : Pengwei Hu,Lun Hu,Fei Wang,Jing Mei
Publisher : Frontiers Media SA
Page : 209 pages
File Size : 50,5 Mb
Release : 2024-01-15
Category : Medical
ISBN : 9782832537732

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Computing and artificial intelligence in digital therapeutics by Pengwei Hu,Lun Hu,Fei Wang,Jing Mei Pdf