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World Scientific Publishing Company Artificial Intelligence For High Energy Physics

Name: Artificial Intelligence For High Energy Physics
Brand: World Scientific Publishing Company
Price: 136.42 GBP
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Description

The Higgs boson discovery at the Large Hadron Collider in 2012 relied on boosted decision trees. Since then, high energy physics (HEP) has applied modern machine learning (ML) techniques to all stages of the data analysis pipeline, from raw data processing to statistical analysis. The unique requirements of HEP data analysis, the availability of high-quality simulators, the complexity of the data structures (which rarely are image-like), the control of uncertainties expected from scientific measurements, and the exabyte-scale datasets require the development of HEP-specific ML techniques. While these developments proceed at full speed along many paths, the nineteen reviews in this book offer a self-contained, pedagogical introduction to ML models' real-life applications in HEP, written by some of the foremost experts in their area.

Product Specifications

Brand: World Scientific Publishing Company
Format: hardcover
ASIN: 9811234027
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 13 March 2022
Listed Since: 12 January 2021

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World Scientific Publishing Company Artificial Intelligence For High Energy Physics

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