International Training Network for Statistics in High Energy Physics and Society

Resultado final

Contribution to a report on reinterpretation of Higgs discovery using Bayesian methods
GAMBIT

New release of GAMBIT

Report of new particle identification using ML tools

Report, possibly a paper, of new particle identification using ML tools

Contribution to a report of an ATLAS analysis

Contribution to report on an ATLAS analysis. Probably a publication on top differential.

Contribution to a report on search for new physics at CMS
Report on computationally efficient modelling of distributions compatible with EFT

Report, possibly a publication, on computationally efficient modelling of distributionscompatible with EFT

Report on new unsupervised machine learning clustering techniques

Report, possibly a paper, on new unsupervised machine learning clustering techniques

Report on novel technique based on Markov Chain Monte Carlo algorithm

Report, possibly a paper, on novel technique based on Markov Chain Monte Carloalgorithm

Network blog and Twitter hashtag
Contribution to a report on model comparison at GERDA
Report on novel technique in risk modelling in finance
Contribution to a report of Effective Field Theory applied to Higgs coupling at ATLAS
Contribution to a report on SHiP physics

Contribution to a report, probably a publication, on SHiP physics potential on neutrino studies and dark matter searches

Report on performance of the INFERNO technique when applied to a real analysis with CMS open data
Contribution to a report on a precision measurement at ATLAS

Contribution to a report on a precision measurement at ATLAS. Probably a measurement of the differential cross section of the Higgs boson or Top quark.

ROOT

New release of ROOT

BAT

New release of BAT

Report on new unfolding techniques

Report, possibly a publication, on unfolding techniques

Contribution to a report on ATLAS search for new physics

Contribution to a report on ATLAS search for new physics.

Pan-European School of Advanced of Statistics 2020

Pan-European School of Advanced of Statistics 2020 at DESY

Report on Bayesian inference tools and modelling of systematic uncertainties for frequentist inference
Contribution to publication of searches for new Higgs boson

Contribution to a report on searches for new Higgs boson. Likely using the decay tophotons

RooFit

New release of RooFit

Contribution to a report of new interpretation of Higgs data
Contribution to report on a CMS analysis

Contribution to report on a CMS analysis. Probably a publication on single-top production and measurement of the Vtb.

Pan-European School of Advanced of Statistics 2018

Pan-European School of Advanced of Statistics 2018 at DESY

Completion of website

Final Report on Communication and outreach activities both at local and EU level

Final report on outreach activities

Data Management Plan

Data management plan for the data used/produced by the project.

Publicaciones

Integration with an Adaptive Harmonic Mean Algorithm

Autores: Vasyl Hafych et al
Publicado en: 2020
Editor: ArXiv

Sensitivity of the SHiP experiment to light dark matter

Autores: A Golovatiuk et al
Publicado en: 2020
Editor: ArXiv

Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors

Autores: Sitong An
Publicado en: 2020
Editor: ArXiv

Clustering of Experimental Seismo-Acoustic Events Using Self-Organizing Map (SOM)

Autores: Flora Giudicepietro, Antonietta M. Esposito, Laura Spina, Andrea Cannata, Daniele Morgavi, Lukas Layer and Giovanni Macedonio
Publicado en: Frontiers in Earth Science, 2021
Editor: Frontiers

Directionality preservation of nuclear recoils in an emulsion detector for directional dark matter search

Autores: A. Alexandrov, G. De Lellis, A. Di Crescenzo, A. Golovatiuk and V. Tioukov
Publicado en: Journal of Cosmology and Astroparticle Physics, 2021
Editor: IOP Science

End-to-end jet classification of quarks and gluons with the CMS Open Data

Autores: Sitong An et al
Publicado en: Nuclear Instruments and Methods in Physics, Edición Volume 977, 2020
Editor: ScienceDirect

Deep learning for Directional Dark Matter search

Autores: Artem Golovatiuk, Giovanni De Lellis and Andrey Ustyuzhanin
Publicado en: Journal of Physics, 2020
Editor: IOP Science

The SHiP experiment at CERN

Autores: A Golovatiuk et al
Publicado en: Proceedings of Science, 2019
Editor: CERN

Comparison of unfolding methods using RooFitUnfold

Autores: Pim Verschuuren, Rahul Balasubramanian et al
Publicado en: 2020
Editor: ArXiv

The magnet of the scattering and neutrino detector for the SHiP experiment at CERN

Autores: A Golovatiuk et al
Publicado en: Journal of Instrumentation, 2020
Editor: IOP Science

Toward Machine Learning Optimization of Experimental Design

Autores: Lukas Layer, Hevjin Yarar et al
Publicado en: Nuclear Physics News, Edición Volume 31, 2021, Página(s) 25-28
Editor: Taylor & Francis

Calorimetric Measurement of Multi-TeV Muons via Deep Regression

Autores: Jan Kieseler, Giles C. Strong, Filippo Chiandotto, Tommaso Dorigo and Lukas Layer
Publicado en: The European Physical Journal, 2022
Editor: Springer

Analysis of proton bunch parameters in the AWAKE experiment

Autores: V Hafych et al
Publicado en: Journal of Instrumentation, 2021
Editor: IOP Science

Scattering and Neutrino Detector at the LHC

Autores: A Golovatiuk et al
Publicado en: 2021
Editor: CERN

Parallelizing MCMC Sampling via Space Partitioning

Autores: Vasyl Hafych, Philipp Eller, Oliver Schulz, Allen Caldwell
Publicado en: 2020
Editor: ArXiv

Effective Lagrangian Morphing

Autores: Rahul Balasubramanian et al
Publicado en: 2022
Editor: arXiv

Measurements of top-quark pair single- and double-differential cross-sections in the all-hadronic channel in pp collisions at s√=13 TeV using the ATLAS detector

Autores: Serena Palazzo et al
Publicado en: 2021
Editor: arXiv.org

Deep Learning for direct Dark Matter search with nuclear emulsions

Autores: Artem Golovatiuk et al
Publicado en: 2022
Editor: ArXiv

Combined measurements of Higgs boson production and decay using up to 80 fb −1 of proton-proton collision data at √s=13 TeV collected with the ATLAS experiment

Autores: R Balasubramanian et al (ATLAS Collaboration)
Publicado en: Physical Review, 2022
Editor: APS Physics

Interval Arithmetics for Parameter Space Exploration

Autores: Diego del Val
Publicado en: 2021
Editor: ArXiv

The Phase-2 Upgrade of the CMS Data Acquisition and High Level Trigger Technical Design Report

Autores: H Yarar et al (CMS Collaboration)
Publicado en: 2021
Editor: CERN

Manipulation of the Bitcoin Market: an Agent-based Study

Autores: Fratrič, Sileno, Klous, van Engers
Publicado en: 2022
Editor: Springer

Sensitivity of the SHiP experiment to Heavy Neutral Leptons

Autores: Artem Golovatiuk et al
Publicado en: Journal of High Energy Physics, 2019
Editor: Springer

Directional Dark Matter Search with the NEWSdm experiment

Autores: Artem Golovatiuk
Publicado en: Journal of Physics, 2021
Editor: IOP Science

Application of INFERNO to a Top Pair Cross-section Measurement with CMS Open Data

Autores: Lukas Layer et al
Publicado en: 2022
Editor: ArXiv

Extraction of CKM matrix elements in the single top t-channel events at 13 TeV

Autores: T. Chwalek, N. Faltermann, A. De Iorio, A. O. M. Iorio, W. A. Khan, L. Layer, L. Lista, T. Muller, P. Ott, T. Pambor
Publicado en: 2019
Editor: CMS Internal Paper (awaiting publication)

Differential all hadronic measurements

Autores: Serena Palazzo et al
Publicado en: 2020
Editor: ATLAS Internal Note ANA-TOPQ-2018-18 (to be published in 2020)

Measurements of top-quark pair differential and double-differential cross-sections in the ℓ+jets channel with pp collisions at s√=13 TeV using the ATLAS detector

Autores: Serena Palazzo et al
Publicado en: 2019
Editor: arXiv.org

End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data

Autores: Michael Andrews, John Alison, Sitong An, Patrick Bryant, Bjorn Burkle, Sergei Gleyzer, Meenakshi Narain, Manfred Paulini, Barnabas Poczos, Emanuele Usai
Publicado en: 2019
Editor: arXiv.org

Measurement of the Top Quark Pole Mass

Autores: Serena Palazzo et al
Publicado en: 2018
Editor: ATLAS internal note (ANA-TOPQ-2018-16) to be published in 2020.

Supervised machine learning techniques for data matching based on similarity metrics

Autores: Pim Verschuurena, Serena Palazzo, Tom Powell, Steve Sutton, Alfred Pilgrim, Michele Faucci Giannelli
Publicado en: 2021
Editor: ArXiv

Frequentist-Bayes Hybrid Covariance Estimation for Unfolding Problems

Autores: Pim Jordi Verschuuren
Publicado en: 2021
Editor: ArXiv

Deep learning for Directional Dark Matter search

Autores: Artem Golovatiuk et al
Publicado en: 2020
Editor: IOP

BAT.jl — A Julia-based tool for Bayesian inference

Autores: Vasyl Hafych et al
Publicado en: 2020
Editor: ArXiv

Fast simulation of muons produced at the SHiP experiment using Generative Adversarial Networks

Autores: A Golovatiuk et al
Publicado en: Journal of Instrumentation, 2019
Editor: IOP Science

Agent-based Modelling and Manipulation of the Bitcoin Market

Autores: Peter Fratric et al
Publicado en: 2021
Editor: Springer Open

Approximating the mode of the non-central chi-squared distribution

Autores: Victor Ananyev, Alexander Lincoln Read
Publicado en: 2021
Editor: ArXiv

Sensitivity of the SHiP experiment to dark photons decaying to a pair of charged particles

Autores: A Golovatiuk et al
Publicado en: 2021
Editor: ArXiv

Measurement of CKM matrix elements in single top quark t-channel production in proton-proton collisions at s√= 13 TeV

Autores: Lukas Layer et al (CMS collaboration)
Publicado en: 2020
Editor: ArXiv

Measurement of the muon flux from 400 GeV/c protons interacting in a thick molybdenum/tungsten target

Autores: A Golovatiuk et al
Publicado en: 2020
Editor: EPJ.org

Infections and Identified Cases of COVID-19 from Random Testing Data

Autores: Vasyl Hafych et al
Publicado en: 2020
Editor: ArXiv

Search for new physics at CMS in Rare Decays of the Bs Meson

Autores: Hevjin Yarar et al
Publicado en: 2022
Editor: ArXiv

The experimental facility for the Search for Hidden Particles at the CERN SPS

Autores: A Golovatiuk et al
Publicado en: Journal of Instrumetation, 2019
Editor: IOP Science

Combined effective field theory interpretation of → ∗ and measurements using ATLAS data

Autores: R Balasubramanian et al (ATLAS Collaboration)
Publicado en: 2021
Editor: CERN

Interpretations of the combined measurement of Higgs boson production and decay

Autores: R Balasubramanian et al
Publicado en: 2020
Editor: CERN

Combined measurements of Higgs boson production and decay using up to 139 fb−1 of proton–proton collision data at √ = 13 TeV collected with the ATLAS experiment

Autores: R Balasubramanian et al (ATLAS Collaboration)
Publicado en: 2021
Editor: CERN

Computational discovery of transaction-based financial crime: the case of Ponzi schemes

Autores: Fratrič, Sileno, Klous, van Engers
Publicado en: International Conference on Autonomous Agents and Multiagent Systems 2022, 2022
Editor: Springer

A combination of measurements of Higgs boson production and decay using up to 139 fb−1 of proton–proton collision data at √ = 13TeV collected with the ATLAS experiment

Autores: R Balasubramanian et al (ATLAS Collaboration)
Publicado en: 2020
Editor: CERN

DijetGAN: A Generative-Adversarial Network Approach for the Simulation of QCD Dijet Events at the LHC

Autores: Riccardo Di Sipio, Michele Faucci Giannelli, Sana Ketabchi Haghighat, Serena Palazzo
Publicado en: 2019
Editor: arXiv.org

Fast Deep Learning Inference System for ROOT/TMVA

Autores: Sitong An et al
Publicado en: 2019
Editor: 24th International Conference on Computing in High Energy and Nuclear Physics

Automatic log analysis with NLP for the CMS workflow handling,

Autores: Lukas Layer (for the CMS Collaboration)
Publicado en: 2019
Editor: 24th International Conference on Computing in High Energy and Nuclear Physics

Integrating Agent-Based Modelling with Copula Theory: Preliminary Insights and Open Problems

Autores: Peter Fratrič, Giovanni Sileno, Tom van Engers, Sander Klous
Publicado en: The Proceedings of International Conference on Computational Science 2020, 2020, Página(s) pp 212-225
Editor: Springer

Integrating Agent-Based Modelling with Copula Theory: Preliminary Insights and Open Problems

Autores: Peter Fratrič, Giovanni Sileno, Tom van Engers and Sander Klous
Publicado en: International Conference on Computational Science, Edición ICCS 2020: Computational Science – ICCS 2020 pp 212–225, 2020, Página(s) 212 - 225, ISBN 978-3-030-50419-9
Editor: Springer

Deep Regression of Muon Energy with a K-Nearest Neighbor Algorithm

Autores: T. Dorigo, Sofia Guglielmini, Jan Kieseler, Lukas Layer, Giles C. Strong
Publicado en: EPJC, Edición 82, 2022, Página(s) 79, ISSN 1434-6052
Editor: Springer-Verlag
DOI: 10.1140/epjc/s10052-022-09993-5

Final Results of GERDA on the Search for Neutrinoless Double-β Decay

Autores: A Caldwell, O Schulz et al
Publicado en: Physical Review Letters, 2020, ISSN 0031-9007
Editor: American Physical Society

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