scholarly journals Unsupervised clustering for collider physics

2021 ◽  
Vol 103 (9) ◽  
Author(s):  
Vinicius Mikuni ◽  
Florencia Canelli
Keyword(s):  
Unsupervised Clustering ◽  
Collider Physics

QCD at Fixed Order: Processes

2018 ◽  
Author(s):  
John Campbell ◽  
Joey Huston ◽  
Frank Krauss
Keyword(s):  
Hadron Collider ◽  
Detailed Comparison ◽  
Theoretical Description ◽  
Higgs Bosons ◽  
Final States ◽  
Collider Physics ◽  
Wide Range ◽  
Theoretical Predictions ◽  
Fixed Order ◽  
The Subject

At the core of any theoretical description of hadron collider physics is a fixed-order perturbative treatment of a hard scattering process. This chapter is devoted to a survey of fixed-order predictions for a wide range of Standard Model processes. These range from high cross-section processes such as jet production to much more elusive reactions, such as the production of Higgs bosons. Process by process, these sections illustrate how the techniques developed in Chapter 3 are applied to more complex final states and provide a summary of the fixed-order state-of-the-art. In each case, key theoretical predictions and ideas are identified that will be the subject of a detailed comparison with data in Chapters 8 and 9.

PARTON DISTRIBUTION FUNCTIONS AND THE QCD-IMPROVED PARTON MODEL — AN OVERVIEW

1987 ◽  
Vol 02 (04) ◽  
pp. 1369-1387 ◽  
Author(s):  
Wu-Ki Tung
Keyword(s):  
Parton Distribution ◽  
Particle Production ◽  
Heavy Particle ◽  
Parton Model ◽  
Distribution Functions ◽  
Collider Physics ◽  
Parton Distribution Functions ◽  
Parton Distributions ◽  
First Order ◽  
Small X

Some non-trivial features of the QCD-improved parton model relevant to applications on heavy particle production and semi-hard (small-x) processes of interest to collider physics are reviewed. The underlying ideas are illustrated by a simple example. Limitations of the naive parton formula as well as first order corrections and subtractions to it are dis-cussed in a quantitative way. The behavior of parton distribution functions at small x and for heavy quarks are discussed. Recent work on possible impact of unconventional small-x behavior of the parton distributions on small-x physics at SSC and Tevatron are summarized. The Drell-Yan process is found to be particularly sensitive to the small x dependence of parton distributions. Measurements of this process at the Tevatron can provide powerful constraints on the expected rates of semi-hard processes at the SSC.

Unsupervised clustering of battery waveforms in off-grid PV installations

2020 ◽  
Author(s):  
I. Sanz-Gorrachategui ◽  
P. Pastor-Flores ◽  
A. Guillen-Asensio ◽  
J.S. Artal-Sevil ◽  
A. Bono-Nuez ◽  
...  
Keyword(s):  
Unsupervised Clustering

Development of novel combustion risk index for flammable liquids based on unsupervised clustering algorithms

2021 ◽  
Vol 70 ◽  
pp. 104422 ◽  
Author(s):  
Chenxi Ji ◽  
Zeren Jiao ◽  
Shuai Yuan ◽  
Mahmoud M. El-Halwagi ◽  
Qingsheng Wang
Keyword(s):  
Risk Index ◽  
Clustering Algorithms ◽  
Unsupervised Clustering ◽  
Flammable Liquids
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