Results 31 to 40 of about 1,101,897 (178)
Superconformal field theory in three dimensions: correlation functions of conserved currents
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E. Buchbinder, S. Kuzenko, I. Samsonov
semanticscholar +1 more source
We provide a prescription called ThickBrick to train optimal machine-learning-based event selectors and categorizers that maximize the statistical significance of a potential signal excess in high energy physics (HEP) experiments, as quantified by any of
Konstantin T. Matchev+1 more
semanticscholar +2 more sources
String theory: an update [PDF]
An overview of some of the developments in string theory over the past two years is given, focusing on four topics: realistic (standard model like) models from string theory, geometric engineering and theories with fluxes, the gauge theory-gravity ...
't Hooft+133 more
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On the central charge of spacetime current algebras and correlators in string theory on AdS3
Spacetime Virasoro and affine Lie algebras for strings propagating in AdS3 are known to all orders in α′. The central extension of such algebras is a string vertex, whose expectation value can depend on the number of long strings present in the ...
Jihun Kim, M. Porrati
semanticscholar +1 more source
Blaze: A High performance Big Data Computing System for High Energy Physics
High energy physics (HEP) is moving towards extremely high statistical experiments and super-large-scale simulation of theory. In order to handle the challenge of rapid growth of data volumes, distributed computing and storage frameworks in Big Data area
Libin Xia+4 more
semanticscholar +1 more source
RG flow and thermodynamics of causal horizons in higher-derivative AdS gravity
In arXiv:1508.01343 [hep-th], one of the authors proposed that in AdS/CFT the gravity dual of the boundary c-theorem is the second law of thermodynamics satisfied by causal horizons in AdS and this was verified for Einstein gravity in the bulk.
Shamik Banerjee, Arpan Bhattacharyya
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Quantum Gravity in Everyday Life: General Relativity as an Effective Field Theory [PDF]
This article is meant as a summary and introduction to the ideas of effective field theory as applied to gravitational systems. Contents: 1. Introduction 2. Effective Field Theories 3. Low-Energy Quantum Gravity 4.
A Aguirre+143 more
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Quantum machine learning in high energy physics [PDF]
Machine learning has been used in high energy physics (HEP) for a long time, primarily at the analysis level with supervised classification. Quantum computing was postulated in the early 1980s as way to perform computations that would not be tractable ...
W. Guan+6 more
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Explainability of High Energy Physics events classification using SHAP
Complex machine learning models have been fundamental for achieving accurate results regarding events classification in High Energy Physics (HEP). However, these complex models or black-box systems lack transparency and interpretability. In this work, we
R. Pezoa+3 more
semanticscholar +1 more source
Effective Field Theories and Inflation
We investigate the possible influence of very-high-energy physics on inflationary predictions focussing on whether effective field theories can allow effects which are parametrically larger than order H^2/M^2, where M is the scale of heavy physics and H ...
+89 more
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