Searches For New Physics Using Innovative Data Acquisition Analysis And Compression Techniques
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Searches For New Physics Using Innovative Data Acquisition Analysis And Compression Techniques
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Author : Per Alexander Ekman
language : en
Publisher:
Release Date : 2024
Searches For New Physics Using Innovative Data Acquisition Analysis And Compression Techniques written by Per Alexander Ekman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with categories.
The high event rate delivered by the Large Hadron Collider (LHC) provides experiments with opportunities for new discoveries as well as challenges related to the large amounts of data recorded. Overcoming this requires innovative techniques in the three topics of this thesis: Data acquisition, data analysis, and data compression. In the data taking period of 2015-2018, the ATLAS experiment received 10-70 simultaneous proton-proton collision events every 25 ns. At these high event rates, the experiment relies on trigger methods which only process the interesting collision events and keep detector readout and data storage within bandwidth constraints. The Trigger Level Analysis (TLA) presented in this thesis circumvents these bandwidth constraints by using the smaller event objects reconstructed at the trigger level as input to the analysis. The trigger level objects require custom calibration schemes, one of these was developed as part of this thesis to be used in the current and next iterations of the analysis. The LHC is scheduled to be upgraded to the High Luminosity LHC (HL-LHC) and deliver 200 simultaneous proton-proton collision events. To provide the necessary resolution, readout speed, and radiation hardness, the ATLAS Inner Detector will be upgraded to the new fully silicon-based Inner Tracker (ITk). This thesis presents the work performed in developing, manufacturing, and delivering an automated quality control system for the new detector modules. Quality testing of the detector modules using this system is currently ongoing at multiple international institutes. The large amount of simultaneous events provided by the HL-LHC will also be challenging for data storage, where the amount of ATLAS generated data is projected to be 5 times larger than the storage resources. As the data are already highly compressed using lossless methods, the work in this thesis presents proof-of-principle studies using machine learning-based methods to derive lossy compression algorithms tailored to a variety of datasets. The tool developed for this purpose is made available as an open-source project called "Baler".
Scientific And Technical Aerospace Reports
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Author :
language : en
Publisher:
Release Date : 1995
Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Aeronautics categories.
Documentation Abstracts
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Author :
language : en
Publisher:
Release Date : 1992
Documentation Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Documentation categories.
Physics Briefs
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Author :
language : en
Publisher:
Release Date : 1994
Physics Briefs written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Physics categories.
Monthly Catalog Of United States Government Publications
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Author : United States. Superintendent of Documents
language : en
Publisher:
Release Date : 1991
Monthly Catalog Of United States Government Publications written by United States. Superintendent of Documents and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Government publications categories.
Bulletin Of The Atomic Scientists
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Author :
language : en
Publisher:
Release Date : 1972-10
Bulletin Of The Atomic Scientists written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972-10 with categories.
The Bulletin of the Atomic Scientists is the premier public resource on scientific and technological developments that impact global security. Founded by Manhattan Project Scientists, the Bulletin's iconic "Doomsday Clock" stimulates solutions for a safer world.
Computerworld
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Author :
language : en
Publisher:
Release Date : 2000-04-03
Computerworld written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-04-03 with categories.
For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network.
Library Information Science Abstracts
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Author :
language : en
Publisher:
Release Date : 2007
Library Information Science Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Information science categories.
Applied Linear Algebra
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Author : Kartikeya Dutta
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Applied Linear Algebra written by Kartikeya Dutta and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Science categories.
"Applied Linear Algebra: Core Principles" is a comprehensive guide that delves into the principles, methodologies, and practical applications of linear algebra in various fields of science, engineering, and technology. Combining theoretical foundations, computational techniques, and real-world examples, this book offers a holistic approach to understanding and utilizing linear algebra concepts. Covering a wide range of topics, including vector spaces, matrices, eigenvalue problems, singular value decomposition, and numerical techniques, readers will gain a thorough understanding of both fundamental and advanced principles. Real-world applications in data science, machine learning, signal processing, control systems, and image processing are integrated throughout, demonstrating the practical relevance of linear algebra. Complex mathematical concepts are presented in a clear and accessible manner, making the book suitable for students, researchers, and practitioners with varying levels of mathematical background. Detailed explanations, illustrative examples, and step-by-step solutions aid comprehension and retention. An interdisciplinary approach connects theoretical concepts with practical applications, highlighting the versatility of linear algebra in solving real-world problems. Extensive references to literature, research papers, and online resources enable readers to explore topics in greater depth. This book is an invaluable resource for students, researchers, and professionals seeking to apply linear algebra techniques in their work across various domains.
Conference Papers Index
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Author :
language : en
Publisher:
Release Date : 1988
Conference Papers Index written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Electronic journals categories.
Monthly. Papers presented at recent meeting held all over the world by scientific, technical, engineering and medical groups. Sources are meeting programs and abstract publications, as well as questionnaires. Arranged under 17 subject sections, 7 of direct interest to the life scientist. Full programs of meetings listed under sections. Entry gives citation number, paper title, name, mailing address, and any ordering number assigned. Quarterly and annual indexes to subjects, authors, and programs (not available in monthly issues).