Download or read book Machine Learning for Small Bodies in the Solar System written by Valerio Carruba and published by Elsevier. This book was released on 2025-01-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning for Small Bodies in the Solar System provides the latest developments and methods in applications of Machine Learning (ML) and Artificial Intelligence (AI) to different aspects of Solar System bodies, including dynamics, physical properties, detection algorithms, etc. Allowing readers to apply ML and AI to the study of asteroids, comets, moons, and Trans-Neptunian Objects. The practical approach encompasses a wide range of topics, providing both experienced and novice researchers with essential tools and insights. The inclusion of codes and links to publicly available repositories further facilitates hands-on learning, enabling readers to put their newfound knowledge into practice. Machine Learning for Small Bodies in the Solar System serves as an invaluable reference for researchers working into the broad fields of Solar System bodies; both seasoned researchers seeking to enhance their understanding of ML and AI in the context of Solar System exploration or those just stepping into the field looking for direction on Methodologies and techniques to apply ML and AI methodologies.
Download or read book Advances in Machine Learning and Data Mining for Astronomy written by Michael J. Way and published by CRC Press. This book was released on 2012-03-29 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Machine Learning and Data Mining for Astronomy documents numerous successful collaborations among computer scientists, statisticians, and astronomers who illustrate the application of state-of-the-art machine learning and data mining techniques in astronomy. Due to the massive amount and complexity of data in most scientific disciplines, the material discussed in this text transcends traditional boundaries between various areas in the sciences and computer science. The book’s introductory part provides context to issues in the astronomical sciences that are also important to health, social, and physical sciences, particularly probabilistic and statistical aspects of classification and cluster analysis. The next part describes a number of astrophysics case studies that leverage a range of machine learning and data mining technologies. In the last part, developers of algorithms and practitioners of machine learning and data mining show how these tools and techniques are used in astronomical applications. With contributions from leading astronomers and computer scientists, this book is a practical guide to many of the most important developments in machine learning, data mining, and statistics. It explores how these advances can solve current and future problems in astronomy and looks at how they could lead to the creation of entirely new algorithms within the data mining community.
Download or read book The Use of Artificial Intelligence for Space Applications written by Cosimo Ieracitano and published by Springer Nature. This book was released on 2023-06-16 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an ideal and practical resource on the potential impact Artificial Intelligence (AI) can have in space sciences and applications. AI for Space Application presents a hands-on approach to browse in the subject and to learning how to do. AI is not yet fully accepted as a pervasive technology in space applications because they are often mission-critical and the cost of space equipment and modules raises skepticism on any practical use and reliability. However, it is evident that its potential impact on many aspects is dramatic. Starting from either actual or experimental realizations, the book accompanies the reader through such fascinating subjects like space exploration, autonomous navigation and landing, rover control and guidance on rough surfaces, image analysis automation for planet or star classification, and for space debris avoidance without human intervention. This kind of approach may facilitate further investigations on the same or similar subjects, as the future of space explorations is going toward adopting AI. The intended audience of the book are researchers from academia and space industries and practitioners in related start-ups.
Download or read book Proceedings of the 44th Annual American Astronautical Society Guidance Navigation and Control Conference 2022 written by Matt Sandnas and published by Springer Nature. This book was released on 2024 with total page 1810 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zusammenfassung: This conference attracts GN&C specialists from across the globe. The 2022 Conference was the 44th Annual GN&C conference with more than 230 attendees from six different countries with 44 companies and 28 universities represented. The conference presented more than 100 presentations and 16 posters across 18 topics. This year, the planning committee wanted to continue a focus on networking and collaboration hoping to inspire innovation through the intersection of diverse ideas. These proceedings present the relevant topics of the day while keeping our more popular and well-attended sessions as cornerstones from year to year. Several new topics including "Autonomous Control of Multiple Vehicles" and "Results and Experiences from OSIRIS-REx" were directly influenced by advancements in our industry. In the end, the 44th Annual GN&C conference became a timely reflection of the current state of the GN&C ins the space industry. The annual American Astronautical Society Rocky Mountain Guidance, Navigation and Control (GN&C) Conference began 1977 as an informal exchange of ideas and reports of achievements among guidance and control specialists local to the Colorado area. Bud Gates, Don Parsons, and Bob Culp organized the first conference, and began the annual series of meetings the following winter. In March 1978, the First Annual Rocky Mountain Guidance and Control Conference met at Keystone, Colorado. It met there for eighteen years, moving to Breckenridge in 1996 where it has been for over 25 years
Download or read book Machine Learning for Planetary Science written by Joern Helbert and published by Elsevier. This book was released on 2022-03-22 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning for Planetary Science presents planetary scientists with a way to introduce machine learning into the research workflow as increasingly large nonlinear datasets are acquired from planetary exploration missions. The book explores research that leverages machine learning methods to enhance our scientific understanding of planetary data and serves as a guide for selecting the right methods and tools for solving a variety of everyday problems in planetary science using machine learning. Illustrating ways to employ machine learning in practice with case studies, the book is clearly organized into four parts to provide thorough context and easy navigation. The book covers a range of issues, from data analysis on the ground to data analysis onboard a spacecraft, and from prioritization of novel or interesting observations to enhanced missions planning. This book is therefore a key resource for planetary scientists working in data analysis, missions planning, and scientific observation. Includes links to a code repository for sharing codes and examples, some of which include executable Jupyter notebook files that can serve as tutorials Presents methods applicable to everyday problems faced by planetary scientists and sufficient for analyzing large datasets Serves as a guide for selecting the right method and tools for applying machine learning to particular analysis problems Utilizes case studies to illustrate how machine learning methods can be employed in practice
Download or read book Measurements and Instrumentation for Machine Vision written by Oleg Sergiyenko and published by CRC Press. This book was released on 2024-06-26 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive reference book that addresses the field of machine vision and its significance in cyber-physical systems. It explores the multidisciplinary nature of machine vision, involving electronic and mechatronic devices, artificial intelligence algorithms, embedded systems, control systems, robotics, interconnectivity, data science, and cloud computing. The book aims to provide advanced students, early career researchers, and established scholars with state-of-the-art knowledge and novel content related to the implementation of machine vision in engineering, scientific knowledge, and technological innovation. The chapters of the book delve into various topics and applications within the realm of machine vision. They cover areas such as camera and inertial measurement unit calibration, technical vision systems for human detection, design and evaluation of support systems using neural networks, UV sensing in contemporary applications, fiber Bragg grating arrays for medical diagnosis, color model creation for terrain recognition by robots, navigation systems for aircraft, object classification in infrared images, feature selection for vehicle/non-vehicle classification, visualization of sedimentation in extreme conditions, quality estimation of tea using machine vision, image dataset augmentation techniques, machine vision for astronomical images, agricultural automation, occlusion-aware disparity-based visual servoing, machine learning approaches for single-photon imaging, and augmented visual inertial wheel odometry. Each chapter is a result of expert research and collaboration, reviewed by peers and consulted by the book's editorial board. The authors provide in-depth reviews of the state of the art and present novel proposals, contributing to the development and futurist trends in the field of machine vision. "Measurements and Instrumentation for Machine Vision" serves as a valuable resource for researchers, students, and professionals seeking to explore and implement machine vision technologies in various domains, promoting sustainability, human-centered solutions, and global problem-solving.
Download or read book Artificial Intelligence For Science A Deep Learning Revolution written by Alok Choudhary and published by World Scientific. This book was released on 2023-03-21 with total page 803 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique collection introduces AI, Machine Learning (ML), and deep neural network technologies leading to scientific discovery from the datasets generated both by supercomputer simulation and by modern experimental facilities.Huge quantities of experimental data come from many sources — telescopes, satellites, gene sequencers, accelerators, and electron microscopes, including international facilities such as the Large Hadron Collider (LHC) at CERN in Geneva and the ITER Tokamak in France. These sources generate many petabytes moving to exabytes of data per year. Extracting scientific insights from these data is a major challenge for scientists, for whom the latest AI developments will be essential.The timely handbook benefits professionals, researchers, academics, and students in all fields of science and engineering as well as AI, ML, and neural networks. Further, the vision evident in this book inspires all those who influence or are influenced by scientific progress.
Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1995 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.
Download or read book Evaluating the Biological Potential in Samples Returned from Planetary Satellites and Small Solar System Bodies written by National Research Council and published by National Academies Press. This book was released on 1998-10-14 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: For the first time since the Apollo program, NASA and space agencies abroad have plans to bring samples to Earth from elsewhere in the solar system. There are missions in various stages of definition to gather material over the next decade from Mars, an asteroid, comets, the satellites of Jupiter, and the interplanetary dust. Some of these targets, most especially Jupiter's satellites Europa and Ganymede, now appear to have the potential for harboring living organisms. This book considers the possibility that life may have originated or existed on a body from which a sample might be taken and the possibility that life still exists on the body either in active form or in a form that could be reactivated. It also addresses the potential hazard to terrestrial ecosystems from extraterrestrial life if it exists in a returned sample. Released at the time of the Internationl Committee on Space Research General Assembly, the book has already established the basis for plans for small body sample retruns in the international space research community.
Download or read book Orbital Dynamics in the Gravitational Field of Small Bodies written by Yang Yu and published by Springer. This book was released on 2016-05-23 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: This prizewinning PhD thesis presents a general discussion of the orbital motion close to solar system small bodies (SSSBs), which induce non-central asymmetric gravitational fields in their neighborhoods. It introduces the methods of qualitative theory in nonlinear dynamics to the study of local/global behaviors around SSSBs. Detailed mechanical models are employed throughout this dissertation, and specific numeric techniques are developed to compensate for the difficulties of directly analyzing. Applying this method, several target systems, like asteroid 216 Kleopatra, are explored in great detail, and the results prove to be both revealing and pervasive for a large group of SSSBs.
Download or read book An Astrobiology Strategy for the Search for Life in the Universe written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2019-03-20 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Astrobiology is the study of the origin, evolution, distribution, and future of life in the universe. It is an inherently interdisciplinary field that encompasses astronomy, biology, geology, heliophysics, and planetary science, including complementary laboratory activities and field studies conducted in a wide range of terrestrial environments. Combining inherent scientific interest and public appeal, the search for life in the solar system and beyond provides a scientific rationale for many current and future activities carried out by the National Aeronautics and Science Administration (NASA) and other national and international agencies and organizations. Requested by NASA, this study offers a science strategy for astrobiology that outlines key scientific questions, identifies the most promising research in the field, and indicates the extent to which the mission priorities in existing decadal surveys address the search for life's origin, evolution, distribution, and future in the universe. This report makes recommendations for advancing the research, obtaining the measurements, and realizing NASA's goal to search for signs of life in the universe.
Download or read book SOLAR SYSTEM written by Narayan Changder and published by CHANGDER OUTLINE. This book was released on 2022-12-21 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embark on an awe-inspiring journey through the cosmos with our specialized guide, "Solar System Unveiled." Tailored for astronomy enthusiasts, students, and those curious about the wonders of space, this comprehensive book takes you on a voyage through the solar system. Enriched with in-depth insights, practical knowledge, and extensive Multiple-Choice Question (MCQ) practice, this guide is designed to deepen your understanding of the celestial bodies that inhabit our cosmic neighborhood. Key Features: Celestial Bodies Demystified: Unravel the mysteries of the Sun, planets, moons, asteroids, and comets that make up our solar system. "Solar System Unveiled" provides a detailed exploration of each celestial body, covering their characteristics, composition, and unique features. Orbital Dynamics and Gravity: Understand the intricate dance of celestial bodies through the lens of orbital dynamics and gravitational forces. The guide delves into the fundamental principles that govern the movements and interactions within the solar system. Practical Stargazing Tips: Equip yourself with practical tips for stargazing and identifying celestial objects in the night sky. "Solar System Unveiled" enhances your astronomical observation skills, making stargazing an accessible and enjoyable experience. Practical Applications: Translate theoretical knowledge into real-world applications. The guide provides insights into the practical applications of solar system understanding, from space exploration to satellite communication. MCQ Practice Questions: Reinforce your understanding with a diverse array of Multiple-Choice Question practice. Each question is strategically designed to challenge your knowledge, critical thinking skills, and prepare you thoroughly for examinations and assessments in Astronomy. Keyword Integration: Seamlessly incorporate key terms and concepts throughout your learning journey. "Solar System Unveiled" strategically places important keywords such as Orbital Dynamics, Celestial Bodies, Stargazing Tips, MCQ Practice Questions, and more, aligning your understanding with the language used in the study of astronomy. Visual Learning Support: Enhance your comprehension with visually stimulating illustrations, diagrams, and charts. Visual learners will find these aids invaluable in conceptualizing the vastness and beauty of the solar system. Who Will Benefit: Astronomy Enthusiasts Students of Astrophysics Stargazers and Amateur Astronomers Space Exploration Enthusiasts Prepare for an extraordinary journey through the cosmos with confidence. "Solar System Unveiled" is not just a guide; it's your key to unlocking the secrets of the solar system, backed by extensive MCQ practice. Order now and embark on a celestial voyage of astronomical discovery and academic excellence. Elevate your cosmic knowledge. Master the intricacies of the solar system with the ultimate guide. 1 The solar system . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.1 Overview of the Solar System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.2 The Sun . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 1.3 Survey of the Planets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 1.4 Solar Structure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 80 1.5 Celestial Mechanics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 95 1.6 Planetary Formation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97 1.7 Solar System Formation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108 1.8 Meteorites . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159 1.9 Asteroids . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 177 1.10 Comets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 222 1.11 Meteoroids . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 233 1.12 Meteors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 243 1.13 Planetary Interiors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 246 1.14 Satellites/Icy Bodies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 279 1.15 Planetary Atmospheres . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 339 1.16 Atmospheric Basic Properties . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 341 1.17 Life in the Solar System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 348 1.18 Mars Exploration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 360 1.19 Space Exploration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 367
Download or read book Atlantis Rising Magazine Issue 135 PDF download SEEKING THE LOST EQUATOR written by atlantisrising.com and published by Atlantis Rising magazine. This book was released on with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: In This 88-page edition: ANCIENT MYSTERIES SEEKING THE “LOST” EQUATOR Ice-Age-Era Artifact of a Destroyed Civilization? BY JONATHON A. PERRIN THE PARANORMAL TUNNELING THROUGH TIME Could Visitors from the Past & the Future Be Here After All? BY MARTIN RUGGLES THE UNEXPLAINED VANISHING ACTS Tracking the Strange Disappearances of People & Animals Worldwide BY WILLIAM B. STOECKER UFOs U.S. FORCES VS. UFOS BEFORE ROSWELL Could Forgotten Accounts, Force a Look at Evidence Once Considered Taboo? BY FRANK JOSEPH THE UNEXPLAINED GIANTS IN THE PAPERS Lost Details of the Senora Skeleton Finds BY JAMES VIERA & HUGH NEWMAN CONSCIOUSNESS CHURCH ENERGY What Mystic Science Were the Builders Practicing? BY CHARLES SHAHAR THE OTHER SIDE “THE WAY” OF ST. JAMES Was It Sacred, or a Cover for the Profane? BY STEVEN SORA ANCIENT WISDOM QUEST FOR A GOLDEN AGE Have We Been Here Before? BY GEOFFREY ASHE THE OTHER SIDE THE DIMENSIONS OF INSPIRATION The Strange Case of Victor Hugo Yet Unsolved BY JOHN CHAMBERS ALTERNATIVE SCIENCE REALITY Fundamentally Speaking–What Is It Anyway? BY ROBERT M. SCHOCH, Ph.D. THE FORBIDDEN ARCHAEOLOGIST FORBIDDEN ARCHAEOLOGY AND CONSCIOUSNESS BY MICHAEL A.CREMO ASTROLOGY SNOW WHITE, THE GOBLIN, FAROUT And Other Denizens of the Outer Solar System BY JULIE LOAR PUBLISHER’S LETTER THE SUN’ A CRYSTAL IN THE MAKING? BY J. DOUGLAS KENYON
Download or read book The New Solar System written by Patricia Daniels and published by National Geographic Books. This book was released on 2009 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: From breathtaking full-color photographs to detailed explanatory diagrams to expert essays, fascinating sidebars, and informative fact boxes, the New Solar System is not just an easy-to-use, solidly reliable reference, but also a visually stunning, invitingly browsable volume guaranteed to fire the imagination of even the most casual reader.
Download or read book Planets and Satellites written by Gerard Peter Kuiper and published by . This book was released on 1961 with total page 601 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Intelligent Data Analysis for Real Life Applications Theory and Practice written by Magdalena-Benedito, Rafael and published by IGI Global. This book was released on 2012-06-30 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the recent and enormous increase in the amount of available data sets of all kinds, applying effective and efficient techniques for analyzing and extracting information from that data has become a crucial task. Intelligent Data Analysis for Real-Life Applications: Theory and Practice investigates the application of Intelligent Data Analysis (IDA) to these data sets through the design and development of algorithms and techniques to extract knowledge from databases. This pivotal reference explores practical applications of IDA, and it is essential for academic and research libraries as well as students, researchers, and educators in data analysis, application development, and database management.
Download or read book Dissertation Abstracts International written by and published by . This book was released on 2007 with total page 902 pages. Available in PDF, EPUB and Kindle. Book excerpt:
