Domain Generalization with Machine Learning in the NOvA Experiment

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Publisher : Springer Nature
ISBN 13 : 3031435834
Total Pages : 174 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Domain Generalization with Machine Learning in the NOvA Experiment by : Andrew T.C. Sutton

Download or read book Domain Generalization with Machine Learning in the NOvA Experiment written by Andrew T.C. Sutton and published by Springer Nature. This book was released on 2023-12-10 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis presents significant advances in the use of neural networks to study the properties of neutrinos. Machine learning tools like neural networks (NN) can be used to identify the particle types or determine their energies in detectors such as those used in the NOvA neutrino experiment, which studies changes in a beam of neutrinos as it propagates approximately 800 km through the earth. NOvA relies heavily on simulations of the physics processes and the detector response; these simulations work well, but do not match the real experiment perfectly. Thus, neural networks trained on simulated datasets must include systematic uncertainties that account for possible imperfections in the simulation. This thesis presents the first application in HEP of adversarial domain generalization to a regression neural network. Applying domain generalization to problems with large systematic variations will reduce the impact of uncertainties while avoiding the risk of falsely constraining the phase space. Reducing the impact of systematic uncertainties makes NOvA analysis more robust, and improves the significance of experimental results.

Fusion Energy Update

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Publisher :
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Fusion Energy Update by :

Download or read book Fusion Energy Update written by and published by . This book was released on 1982 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Energy Research Abstracts

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Publisher :
ISBN 13 :
Total Pages : 806 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Energy Research Abstracts by :

Download or read book Energy Research Abstracts written by and published by . This book was released on 1994 with total page 806 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semiannual, with semiannual and annual indexes. References to all scientific and technical literature coming from DOE, its laboratories, energy centers, and contractors. Includes all works deriving from DOE, other related government-sponsored information, and foreign nonnuclear information. Arranged under 39 categories, e.g., Biomedical sciences, basic studies; Biomedical sciences, applied studies; Health and safety; and Fusion energy. Entry gives bibliographical information and abstract. Corporate, author, subject, report number indexes.

Reports and Documents

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Publisher :
ISBN 13 :
Total Pages : 1520 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Reports and Documents by : United States. Congress

Download or read book Reports and Documents written by United States. Congress and published by . This book was released on with total page 1520 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High-power Lasers

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Publisher : SPIE-International Society for Optical Engineering
ISBN 13 :
Total Pages : 196 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis High-power Lasers by : Santanu Basu

Download or read book High-power Lasers written by Santanu Basu and published by SPIE-International Society for Optical Engineering. This book was released on 1998 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: A collection of papers examining high-power lasers. It includes discussion of high-power solid state lasers and applications; inertial confinement fusion - developments at the National Ignition Facility; and numerical simulations and applications of high-power lasers.

Particle Physics At The Silver Jubilee Of Lomonosov Conferences - Proceedings Of The Eighteenth Lomonosov Conference On Elementary Particle Physics

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Publisher : World Scientific
ISBN 13 : 9811202346
Total Pages : 613 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Particle Physics At The Silver Jubilee Of Lomonosov Conferences - Proceedings Of The Eighteenth Lomonosov Conference On Elementary Particle Physics by : Alexander I Studenikin

Download or read book Particle Physics At The Silver Jubilee Of Lomonosov Conferences - Proceedings Of The Eighteenth Lomonosov Conference On Elementary Particle Physics written by Alexander I Studenikin and published by World Scientific. This book was released on 2019-05-28 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume of these proceedings is devoted to a wide variety of items, both in theory and experiment, of particle physics such as neutrino and astroparticle physics, tests of standard model and beyond, hadron physics, gravitation and cosmology, physics at the present and future accelerators.

Evaluation of the Dallas Freeway Corridor System

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Publisher :
ISBN 13 :
Total Pages : 294 pages
Book Rating : 4.:/5 (1 download)

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Download or read book Evaluation of the Dallas Freeway Corridor System written by and published by . This book was released on 1981 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Report

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Publisher :
ISBN 13 :
Total Pages : 2374 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Report by : United States. Congress Senate

Download or read book Report written by United States. Congress Senate and published by . This book was released on with total page 2374 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Scientific and Technical Aerospace Reports

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Publisher :
ISBN 13 :
Total Pages : 704 pages
Book Rating : 4.:/5 (31 download)

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Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1995 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Distributed Computer Control Systems 1982

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Publisher : Elsevier
ISBN 13 : 1483152901
Total Pages : 236 pages
Book Rating : 4.4/5 (831 download)

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Book Synopsis Distributed Computer Control Systems 1982 by : R. W. Gellie

Download or read book Distributed Computer Control Systems 1982 written by R. W. Gellie and published by Elsevier. This book was released on 2014-05-20 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Approx.236 pages

INIS Atomindex

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Publisher :
ISBN 13 :
Total Pages : 1030 pages
Book Rating : 4.F/5 ( download)

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Download or read book INIS Atomindex written by and published by . This book was released on 1987 with total page 1030 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Performance Fuel Injection Systems HP1557

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Publisher : Penguin
ISBN 13 : 1101189088
Total Pages : 485 pages
Book Rating : 4.1/5 (11 download)

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Book Synopsis Performance Fuel Injection Systems HP1557 by : Matt Cramer

Download or read book Performance Fuel Injection Systems HP1557 written by Matt Cramer and published by Penguin. This book was released on 2010-08-03 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide to modifying and tuning modern electronic fuel injection (EFI) systems, including engine control units (ECUs). The book starts out with plenty of foundational topics on wiring, fuel systems, sensors, different types of ignition systems, and other topics to help ensure the reader understands how EFI Systems work. Next the book builds on that foundation, helping the reader to understand the different options available: Re-tuning factory ECUs, add on piggyback computers, or all out standalone engine management systems. Next Matt and Jerry help the reader to understand how to configure a Standalone EMS, get the engine started, prep for tuning, and tune the engine for maximum power and drivability. Also covered is advice on tuning other functions-- acceleration enrichments, closed loop fuel correction, and more. Finally, the book ends with a number of case studies highlighting different vehicles and the EMS solutions that were chosen for each, helping to bring it all together with a heavy emphasis on how you can practically approach your projects and make them successful!

Laser Program Annual Report, 1979

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Publisher :
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Laser Program Annual Report, 1979 by :

Download or read book Laser Program Annual Report, 1979 written by and published by . This book was released on 1980 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Operations Research Analysis in Test and Evaluation

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Publisher : AIAA
ISBN 13 : 9781600860935
Total Pages : 396 pages
Book Rating : 4.8/5 (69 download)

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Book Synopsis Operations Research Analysis in Test and Evaluation by : Donald L. Giadrosich

Download or read book Operations Research Analysis in Test and Evaluation written by Donald L. Giadrosich and published by AIAA. This book was released on 1995 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computerworld

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Publisher :
ISBN 13 :
Total Pages : 80 pages
Book Rating : 4./5 ( download)

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Book Synopsis Computerworld by :

Download or read book Computerworld written by and published by . This book was released on 1972-06-28 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

All Hands

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Publisher :
ISBN 13 :
Total Pages : 816 pages
Book Rating : 4.:/5 (25 download)

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Book Synopsis All Hands by :

Download or read book All Hands written by and published by . This book was released on 1962 with total page 816 pages. Available in PDF, EPUB and Kindle. Book excerpt:

EEM

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Publisher :
ISBN 13 :
Total Pages : 1068 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis EEM by :

Download or read book EEM written by and published by . This book was released on 1974 with total page 1068 pages. Available in PDF, EPUB and Kindle. Book excerpt: