Search Results - "Dorigo, Tommaso"
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Geometry optimization of a muon-electron scattering detector
Published in Physics open (01-09-2020)“…A high-statistics determination of the differential cross section of elastic muon-electron scattering as a function of the transferred four-momentum squared,…”
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Calorimetric Measurement of Multi-TeV Muons via Deep Regression
Published in The European physical journal. C, Particles and fields (01-01-2022)“…The performance demands of future particle-physics experiments investigating the high-energy frontier pose a number of new challenges, forcing us to find…”
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RanBox: anomaly detection in the copula space
Published in The journal of high energy physics (03-01-2023)“…A bstract The unsupervised search for overdense regions in high-dimensional feature spaces, where locally high population densities may be associated with…”
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Extraordinary claims: the 0.000029% solution
Published in EPJ Web of conferences (01-01-2015)“…The five-standard-deviation threshold is an established standard for discovery claims in experimental particle physics; however, the criterion is an ad-hoc…”
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Journal Article Conference Proceeding -
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Recent Results of the CMS Experiment
Published in EPJ Web of Conferences (01-01-2016)“…The CMS experiment has produced a large number of new measurements with data collected during Run 1 by the CERN Large Hadron Collider (LHC). In this report a…”
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Recent CMS Results
Published in EPJ Web of conferences (01-01-2014)“…The CMS experiment obtained a large number of groundbreaking results from the analysis of 7- and 8-TeV proton-proton collisions produced so far by the Large…”
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Recent Results of the CMS Experiment
Published in EPJ Web of conferences (01-01-2014)“…The CMS experiment obtained a large number of groundbreaking results from the analysis of 7- and 8-TeV proton-proton collisions produced so far by the Large…”
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First-principles calculations to investigate structural, electronic, and optical properties of AgWO4 and PdWO4 tungstate materials for optoelectronic applications
Published in Next materials (01-07-2024)“…The optoelectronic devices play a crucial role in our daily lives by seamlessly integrating optics and electronics, enabling technologies like smartphones,…”
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The Inverse Bagging Algorithm: Anomaly Detection by Inverse Bootstrap Aggregating
Published in EPJ Web of Conferences (01-01-2017)“…For data sets populated by a very well modeled process and by another process of unknown probability density function (PDF), a desired feature when…”
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Journal Article Conference Proceeding -
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The colours of the Higgs boson: a study in creativity and science motivation among high-school students in Italy
Published in Smart learning environments (16-10-2021)“…With the increasing shift from STEM to STEAM education, arts-based approaches to science teaching and learning are considered promising for aligning school…”
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Bayesian non parametric modelling of Higgs pair production
Published in EPJ Web of Conferences (01-01-2017)“…Statistical classification models are commonly used to separate a signal from a background. In this talk we face the problem of isolating the signal of Higgs…”
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Journal Article Conference Proceeding -
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TomOpt: differential optimisation for task- and constraint-aware design of particle detectors in the context of muon tomography
Published in Machine learning: science and technology (01-09-2024)“…Abstract We describe a software package, TomOpt, developed to optimise the geometrical layout and specifications of detectors designed for tomography by…”
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Advances in Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider
Published in Reviews in physics (01-12-2021)“…Between the years 2015 and 2019, members of the Horizon 2020-funded Innovative Training Network named “AMVA4NewPhysics” studied the customization and…”
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Hadron collider searches for diboson resonances
Published in Progress in particle and nuclear physics (01-05-2018)“…This review covers results of searches for new elementary particles that decay into boson pairs (dibosons), performed at the CERN Large Hadron Collider in…”
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INFERNO: Inference-Aware Neural Optimisation
Published in Computer physics communications (01-11-2019)“…Complex computer simulations are commonly required for accurate data modelling in many scientific disciplines, making statistical inference challenging due to…”
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Toward artificial-intelligence assisted design of experiments
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01-02-2023)“…Computer science tools involving differentiable programming today enable the end-to-end modeling of the very complex instruments we develop for fundamental…”
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From SU(3) to three quark families: Hard-learned lessons
Published in Physica scripta (01-08-2020)“…The interplay between experimental breakthroughs and theoretical ideas that led to the discovery of hadron constituents and their classification into three…”
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Higgs pair production: choosing benchmarks with cluster analysis
Published in The journal of high energy physics (01-04-2016)“…A bstract New physics theories often depend on a large number of free parameters. The phenomenology they predict for fundamental physics processes is in some…”
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Extraordinary claims: the 0.000029% solution
Published in EPJ Web of conferences (01-01-2015)“…The five-standard-deviation threshold is an established standard for discovery claims in experimental particle physics; however, the criterion is an ad-hoc…”
Get full text
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