International Training Network for Statistics in High Energy Physics and Society

Rezultaty

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.

Publikacje

Integration with an Adaptive Harmonic Mean Algorithm

Autorzy: Vasyl Hafych et al
Opublikowane w: 2020
Wydawca: ArXiv

Sensitivity of the SHiP experiment to light dark matter

Autorzy: A Golovatiuk et al
Opublikowane w: 2020
Wydawca: ArXiv

Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors

Autorzy: Sitong An
Opublikowane w: 2020
Wydawca: ArXiv

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

Autorzy: Flora Giudicepietro, Antonietta M. Esposito, Laura Spina, Andrea Cannata, Daniele Morgavi, Lukas Layer and Giovanni Macedonio
Opublikowane w: Frontiers in Earth Science, 2021
Wydawca: Frontiers

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

Autorzy: A. Alexandrov, G. De Lellis, A. Di Crescenzo, A. Golovatiuk and V. Tioukov
Opublikowane w: Journal of Cosmology and Astroparticle Physics, 2021
Wydawca: IOP Science

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

Autorzy: Sitong An et al
Opublikowane w: Nuclear Instruments and Methods in Physics, Numer Volume 977, 2020
Wydawca: ScienceDirect

Deep learning for Directional Dark Matter search

Autorzy: Artem Golovatiuk, Giovanni De Lellis and Andrey Ustyuzhanin
Opublikowane w: Journal of Physics, 2020
Wydawca: IOP Science

The SHiP experiment at CERN

Autorzy: A Golovatiuk et al
Opublikowane w: Proceedings of Science, 2019
Wydawca: CERN

Comparison of unfolding methods using RooFitUnfold

Autorzy: Pim Verschuuren, Rahul Balasubramanian et al
Opublikowane w: 2020
Wydawca: ArXiv

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

Autorzy: A Golovatiuk et al
Opublikowane w: Journal of Instrumentation, 2020
Wydawca: IOP Science

Toward Machine Learning Optimization of Experimental Design

Autorzy: Lukas Layer, Hevjin Yarar et al
Opublikowane w: Nuclear Physics News, Numer Volume 31, 2021, Strona(/y) 25-28
Wydawca: Taylor & Francis

Calorimetric Measurement of Multi-TeV Muons via Deep Regression

Autorzy: Jan Kieseler, Giles C. Strong, Filippo Chiandotto, Tommaso Dorigo and Lukas Layer
Opublikowane w: The European Physical Journal, 2022
Wydawca: Springer

Analysis of proton bunch parameters in the AWAKE experiment

Autorzy: V Hafych et al
Opublikowane w: Journal of Instrumentation, 2021
Wydawca: IOP Science

Scattering and Neutrino Detector at the LHC

Autorzy: A Golovatiuk et al
Opublikowane w: 2021
Wydawca: CERN

Parallelizing MCMC Sampling via Space Partitioning

Autorzy: Vasyl Hafych, Philipp Eller, Oliver Schulz, Allen Caldwell
Opublikowane w: 2020
Wydawca: ArXiv

Effective Lagrangian Morphing

Autorzy: Rahul Balasubramanian et al
Opublikowane w: 2022
Wydawca: 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

Autorzy: Serena Palazzo et al
Opublikowane w: 2021
Wydawca: arXiv.org

Deep Learning for direct Dark Matter search with nuclear emulsions

Autorzy: Artem Golovatiuk et al
Opublikowane w: 2022
Wydawca: 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

Autorzy: R Balasubramanian et al (ATLAS Collaboration)
Opublikowane w: Physical Review, 2022
Wydawca: APS Physics

Interval Arithmetics for Parameter Space Exploration

Autorzy: Diego del Val
Opublikowane w: 2021
Wydawca: ArXiv

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

Autorzy: H Yarar et al (CMS Collaboration)
Opublikowane w: 2021
Wydawca: CERN

Manipulation of the Bitcoin Market: an Agent-based Study

Autorzy: Fratrič, Sileno, Klous, van Engers
Opublikowane w: 2022
Wydawca: Springer

Sensitivity of the SHiP experiment to Heavy Neutral Leptons

Autorzy: Artem Golovatiuk et al
Opublikowane w: Journal of High Energy Physics, 2019
Wydawca: Springer

Directional Dark Matter Search with the NEWSdm experiment

Autorzy: Artem Golovatiuk
Opublikowane w: Journal of Physics, 2021
Wydawca: IOP Science

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

Autorzy: Lukas Layer et al
Opublikowane w: 2022
Wydawca: ArXiv

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

Autorzy: T. Chwalek, N. Faltermann, A. De Iorio, A. O. M. Iorio, W. A. Khan, L. Layer, L. Lista, T. Muller, P. Ott, T. Pambor
Opublikowane w: 2019
Wydawca: CMS Internal Paper (awaiting publication)

Differential all hadronic measurements

Autorzy: Serena Palazzo et al
Opublikowane w: 2020
Wydawca: 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

Autorzy: Serena Palazzo et al
Opublikowane w: 2019
Wydawca: arXiv.org

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

Autorzy: Michael Andrews, John Alison, Sitong An, Patrick Bryant, Bjorn Burkle, Sergei Gleyzer, Meenakshi Narain, Manfred Paulini, Barnabas Poczos, Emanuele Usai
Opublikowane w: 2019
Wydawca: arXiv.org

Measurement of the Top Quark Pole Mass

Autorzy: Serena Palazzo et al
Opublikowane w: 2018
Wydawca: ATLAS internal note (ANA-TOPQ-2018-16) to be published in 2020.

Supervised machine learning techniques for data matching based on similarity metrics

Autorzy: Pim Verschuurena, Serena Palazzo, Tom Powell, Steve Sutton, Alfred Pilgrim, Michele Faucci Giannelli
Opublikowane w: 2021
Wydawca: ArXiv

Frequentist-Bayes Hybrid Covariance Estimation for Unfolding Problems

Autorzy: Pim Jordi Verschuuren
Opublikowane w: 2021
Wydawca: ArXiv

Deep learning for Directional Dark Matter search

Autorzy: Artem Golovatiuk et al
Opublikowane w: 2020
Wydawca: IOP

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

Autorzy: Vasyl Hafych et al
Opublikowane w: 2020
Wydawca: ArXiv

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

Autorzy: A Golovatiuk et al
Opublikowane w: Journal of Instrumentation, 2019
Wydawca: IOP Science

Agent-based Modelling and Manipulation of the Bitcoin Market

Autorzy: Peter Fratric et al
Opublikowane w: 2021
Wydawca: Springer Open

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

Autorzy: Victor Ananyev, Alexander Lincoln Read
Opublikowane w: 2021
Wydawca: ArXiv

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

Autorzy: A Golovatiuk et al
Opublikowane w: 2021
Wydawca: ArXiv

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

Autorzy: Lukas Layer et al (CMS collaboration)
Opublikowane w: 2020
Wydawca: ArXiv

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

Autorzy: A Golovatiuk et al
Opublikowane w: 2020
Wydawca: EPJ.org

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

Autorzy: Vasyl Hafych et al
Opublikowane w: 2020
Wydawca: ArXiv

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

Autorzy: Hevjin Yarar et al
Opublikowane w: 2022
Wydawca: ArXiv

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

Autorzy: A Golovatiuk et al
Opublikowane w: Journal of Instrumetation, 2019
Wydawca: IOP Science

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

Autorzy: R Balasubramanian et al (ATLAS Collaboration)
Opublikowane w: 2021
Wydawca: CERN

Interpretations of the combined measurement of Higgs boson production and decay

Autorzy: R Balasubramanian et al
Opublikowane w: 2020
Wydawca: 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

Autorzy: R Balasubramanian et al (ATLAS Collaboration)
Opublikowane w: 2021
Wydawca: CERN

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

Autorzy: Fratrič, Sileno, Klous, van Engers
Opublikowane w: International Conference on Autonomous Agents and Multiagent Systems 2022, 2022
Wydawca: 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

Autorzy: R Balasubramanian et al (ATLAS Collaboration)
Opublikowane w: 2020
Wydawca: CERN

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

Autorzy: Riccardo Di Sipio, Michele Faucci Giannelli, Sana Ketabchi Haghighat, Serena Palazzo
Opublikowane w: 2019
Wydawca: arXiv.org

Fast Deep Learning Inference System for ROOT/TMVA

Autorzy: Sitong An et al
Opublikowane w: 2019
Wydawca: 24th International Conference on Computing in High Energy and Nuclear Physics

Automatic log analysis with NLP for the CMS workflow handling,

Autorzy: Lukas Layer (for the CMS Collaboration)
Opublikowane w: 2019
Wydawca: 24th International Conference on Computing in High Energy and Nuclear Physics

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

Autorzy: Peter Fratrič, Giovanni Sileno, Tom van Engers, Sander Klous
Opublikowane w: The Proceedings of International Conference on Computational Science 2020, 2020, Strona(/y) pp 212-225
Wydawca: Springer

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

Autorzy: Peter Fratrič, Giovanni Sileno, Tom van Engers and Sander Klous
Opublikowane w: International Conference on Computational Science, Numer ICCS 2020: Computational Science – ICCS 2020 pp 212–225, 2020, Strona(/y) 212 - 225, ISBN 978-3-030-50419-9
Wydawca: Springer

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

Autorzy: T. Dorigo, Sofia Guglielmini, Jan Kieseler, Lukas Layer, Giles C. Strong
Opublikowane w: EPJC, Numer 82, 2022, Strona(/y) 79, ISSN 1434-6052
Wydawca: Springer-Verlag
DOI: 10.1140/epjc/s10052-022-09993-5

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

Autorzy: A Caldwell, O Schulz et al
Opublikowane w: Physical Review Letters, 2020, ISSN 0031-9007
Wydawca: American Physical Society

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