Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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QCD ex-Machina: novel approach to solving problems in Quantum Chromo Dynamical Field Theory

2019/34/E/ST2/00457

Keywords:

LHC Monte Carlo Generators Quantum chromodynamics (QCD) Machine Learning (ML)

Descriptors:

  • ST2_002:
  • ST2_001:

Panel:

ST2 - Fundamental constituents of matter: particle, nuclear, plasma, atomic, molecular, gas and optical physics

Host institution :

Instytut Fizyki Jądrowej im. Henryka Niewodniczańskiego PAN

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Andrzej Siódmok 

Number of co-investigators in the project: 5

Call: SONATA BIS 9 - announced on 2019-06-17

Amount awarded: 1 759 100 PLN

Project start date (Y-m-d): 2020-07-10

Project end date (Y-m-d): 2026-07-09

Project duration:: 72 months (the same as in the proposal)

Project status: Pending project

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (11)
  • Articles in post-conference publications (11)
  1. Multi-photon Monte Carlo event generator KKMCee for lepton and quark pair production in lepton colliders
    Authors:
    S. Jadach, B.F.L. Ward, Z. Wa̧s, S.A. Yost, A. Siodmok
    Academic press:
    Computer Physics Communications , Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.cpc.2022.108556 - link to the publication
  2. Towards a deep learning model for hadronization
    Authors:
    A. Ghosh, Xi, Ju, B. Nachman, and A. Siodmok
    Academic press:
    Physical Review D , Wydawca: APS
    Status:
    Published
    DOI:
    10.1103/PhysRevD.106.096020 - link to the publication
  3. Snowmass 2021 whitepaper: Proton structure at the precision frontier
    Authors:
    S. Amoroso, A. Apyan, N. Armesto, R.D. Ball, V. Bertone, C. Bissolotti, J. Blümlein, R. Boughezal, G. Bozzi, D. Britzger, A. Buckley, A. Candido, S. Carrazza, F.G. Celiberto, S. Cerci, G. Chachamis, A.M. Cooper-Sarkar, A. Courtoy, T. Cridge, J.M. Cruz-Martinez, F. Giuli, M.G. Guzzi, C. Gwenlan, L.A. Harland-Lang, F. Hekhorn, M. Hentschinski, T.J. Hobbs, S. Hoeche, A. Huss, J. Huston, S. Jadach, J. Jalilian-Marian, M. Klein, G.K. Krintiras, H.-W. Lin, C. Loizides, G. Magni, B. Malaescu, B. Mistlberger, S. Moch, P.M. Nadolsky, E.R. Nocera, F.I. Olness, F. Petriello, J. Pires, K. Rabbertz, J. Rojo, C. Royon, G. Schnell, C. Schwan, A. Siódmok, D.E. Soper, M. Sutton, R.S. Thorne, M. Ubiali, G. Vita, J.H. Weber, J. Whitehead, K. Xie, C.-P. Yuan, B. Zhou
    Academic press:
    Acta Physica Polonica B , Wydawca: Jagiellonian University
    Status:
    Published
    DOI:
    10.5506/APhysPolB.53.12-A1 - link to the publication
  4. Challenges in Monte Carlo Event Generator Software for High-Luminosity LHC
    Authors:
    Andrea Valassi, Efe Yazgan, Josh McFayden, Simone Amoroso, Joshua Bendavid, Andy Buckley, Matteo Cacciari, Taylor Childers, Vitaliano Ciulli, Rikkert Frederix, Stefano Frixione, Francesco Giuli, Alexander Grohsjean, Christian Gütschow, Stefan Höche, Walter Hopkins, Philip Ilten, Dmitri Konstantinov, Frank Krauss, Qiang Li, Leif Lönnblad, Fabio Maltoni, Michelangelo Mangano, Zach Marshall, Olivier Mattelaer, Javier Fernandez Menendez, Stephen Mrenna, Servesh Muralidharan, Tobias Neumann, Simon Plätzer, Stefan Prestel, Stefan Roiser, Marek Schönherr, Holger Schulz, Markus Schulz, Elizabeth Sexton-Kennedy, Frank Siegert, Andrzej Siódmok, Graeme A. Stewart
    Academic press:
    Computing and Software for Big Science volume , Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s41781-021-00055-1 - link to the publication
  5. Theory requirements for SM Higgs and EW precision physics at the FCC-ee
    Authors:
    S. Heinemeyer, S. Jadach, J. Reuter
    Academic press:
    The European Physical Journal Plus , Wydawca: Springer
    Status:
    Published
    DOI:
    10.1140/epjp/s13360-022-02959-2 - link to the publication
  6. Novel approach to measure quark/gluon jets at the LHC
    Authors:
    Petr Baroň, Michael H. Seymour & Andrzej Siódmok
    Academic press:
    The European Physical Journal C , Wydawca: Springer
    Status:
    Published
    DOI:
    10.1140/epjc/s10052-023-12363-4 - link to the publication
  7. Herwig 7.3 Release Note
    Authors:
    Gavin Bewick, Silvia Ferrario Ravasio, Stefan Gieseke, Stefan Kiebacher, Mohammad R. Masouminia, Andreas Papaefstathiou, Simon Plätzer, Peter Richardson, Daniel Samitz, Michael H. Seymour, Andrzej Siódmok, James Whitehead
    Academic press:
    arXiv:2312.05175 (tom: hep-ph, strony: ), Wydawca: arxiv
    Status:
    Published
    DOI:
    10.48550/arXiv.2312.05175 - link to the publication
  8. Fitting a deep generative hadronization model
    Authors:
    Jay Chan, Xiangyang Ju, Adam Kania, Benjamin Nachman, Vishnu Sangli, Andrzej Siódmok
    Academic press:
    The Journal of High Energy Physics (JHEP) i , Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/JHEP09(2023)084 - link to the publication
  9. Joseph the MoUSE — Mouse Ultrasonic Sound Explorer
    Authors:
    Adam Kania, Weronika Ormaniec, Dmytro Zhylko, Leszek Grzanka, Diana Piotrowska, Andrzej Siódmok
    Academic press:
    SoftwareX , Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.softx.2023.101606 - link to the publication
  10. Study of theoretical luminosity precision for electron colliders at higher energies
    Authors:
    S. Jadach, W. Płaczek, M. Skrzypek, B.F. L. Ward
    Academic press:
    The European Physical Journal C , Wydawca: Springer
    Status:
    Published
    DOI:
    10.1140/epjp/s13360-022-02959-2 - link to the publication
  11. Collinearly enhanced realizations of the Yennie-Frautschi-Suura (YFS) MC approach to precision resummation theory
    Authors:
    S. Jadach, B.F.L. Ward, Z. Was
    Academic press:
    Physics Letters B , Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.physletb.2023.138361 - link to the publication
  1. ON THE ROLE OF THE PRECISION MONTE CARLO GENERATORS IN FUTURE ELECTRON COLLIDERS
    Authors:
    S. Jadach
    Conference:
    Proceedings of XXVII Cracow Epiphany Conference on Future of Particle Physics (tom: XXVII Cracow Epiphany Conference on Future of Particle Physics, strony: 967-980), Wydawca: Acta Phys.Polon.B
    Data:
    konferencja January 7–10, 2021
    Status:
    Published
    DOI:
    10.5506/aphyspolb.52.967 - link to the publication
  2. New Approach to Measuring Quark–Gluon Jets at the LHC
    Authors:
    P. Baroň, M.H. Seymour, A. Siódmok
    Conference:
    MTTD 2023 (tom: MTTD 2023, strony: https://indico.if.us.edu.pl/event/18/), Wydawca: Acta Physica Polonica B
    Data:
    konferencja Wrzesień 17 – 22, 2023
    Status:
    Published
    DOI:
    10.5506/APhysPolBSupp.17.2-A9 - link to the publication
  3. KKMChh: Matching CEEX Photonic ISR to a QED-Corrected Parton Shower
    Authors:
    S.A. Yost, S. Jadach, B.F.L. Ward and Z. Was
    Conference:
    Volume 414 - 41st International Conference on High Energy physics (ICHEP2022) - Top quark and EW Physics (tom: 41st International Conference on High Energy physics - ICHEP2022, strony: ), Wydawca: PoS - Proceedings of Science
    Data:
    konferencja 6-13 July, 2022
    Status:
    Published
    DOI:
    10.22323/1.414.0887 - link to the publication
  4. Event Generators for High-Energy Physics Experiments
    Authors:
    205 Authors including A. Siodmok and J. Whitehead
    Conference:
    2022 Snowmass Summer Study (tom: 2022 Snowmass Summer Study, strony: ), Wydawca: Snowmass Summer Study
    Data:
    konferencja 2022
    Status:
    Published
    DOI:
    10.48550/arXiv.2203.11110 - link to the publication
  5. Initial state QED radiation aspects for future e+e− colliders
    Authors:
    S. Frixione, E. Laenen, C. M. Carloni Calame, A. Denner, S. Dittmaier, T. Engel, L. Flower, L. Gellersen, S. Hoeche, S. Jadach, M. R. Masouminia, G. Montagna, O. Nicrosini, F. Piccinini, S. Plätzer, A. Price, J. Reuter, M. Rocco, M. Schönherr, A. Signer, T. Sjöstrand, G. Stagnitto, Y. Ulrich, R. Verheyen, L. Vernazza, A. Vicini, B. F. L. Ward, M. Zaro
    Conference:
    2022 Snowmass Summer Study (tom: 2022 Snowmass Summer Study, strony: ), Wydawca: arxiv
    Data:
    konferencja 2022
    Status:
    Published
    DOI:
    10.48550/arXiv.2203.12557 - link to the publication
  6. KKMC-hh for Precision Electroweak Phenomenology at the LHC
    Authors:
    S.A. Yost, M. Dittrich, S. Jadach, B.F.L. Ward and Z. Was
    Conference:
    Proceedings, 40th International Conference on High Energy Physics (ICHEP2020) : Prague, Czechia, July 28 - August 6, 2020 (tom: 40th International Conference on High Energy physics (ICHEP2020), strony: ), Wydawca: Proceedings of Science
    Data:
    konferencja July 28 - August 6, 2020
    Status:
    Published
    DOI:
    10.22323/1.390.0349 - link to the publication
  7. Tuning Herwig 7 with Lund String Model
    Authors:
    P. Sarmah, A. Siódmok, M. Divisova, M. Myska
    Conference:
    MTTD 2023 (tom: MTTD 2023, strony: https://indico.if.us.edu.pl/event/18/), Wydawca: Acta Physica Polonica B
    Data:
    konferencja Wrzesień 17 – 22, 2023
    Status:
    Published
    DOI:
    10.5506/APhysPolBSupp.17.2-A10 - link to the publication
  8. Overview of the Path to 0.01% Theoretical Luminosity Precision for the FCCee and Its Possible Synergistic Effects for Other FCC Precision Theory Requirements
    Authors:
    B.F.L. Ward, S. Jadach, W. Placzek, M. Skrzypek and S. A. Yost
    Conference:
    Proceedings, 40th International Conference on High Energy Physics (ICHEP2020) : Prague, Czechia, July 28 - August 6, 2020 (tom: 40th International Conference on High Energy physics (ICHEP2020), strony: ), Wydawca: Proceedings of Science
    Data:
    konferencja July 28 - August 6, 2020
    Status:
    Published
    DOI:
    10.22323/1.390.0704 - link to the publication
  9. Overview of theoretical precision of the luminosity at future electron-positron colliders
    Authors:
    B.F.L. Ward, S. Jadach, W. Placzek, M. Skrypek and S. Yost
    Conference:
    Volume 414 - 41st International Conference on High Energy physics (ICHEP2022) - Top quark and EW Physics (tom: 41st International Conference on High Energy physics (ICHEP2022), strony: ), Wydawca: PoS - Proceedings of Science
    Data:
    konferencja 6-13 July, 2022
    Status:
    Published
    DOI:
    10.22323/1.414.1214 - link to the publication
  10. KrkNLO Parton Shower Matching
    Authors:
    J. Whitehead, W. Płaczek, P. Sarmah, A. Siódmok
    Conference:
    MTTD 2023 (tom: MTTD 2023, strony: https://indico.if.us.edu.pl/event/18/), Wydawca: Acta Physica Polonica B
    Data:
    konferencja Wrzesień 17 – 22, 2023
    Status:
    Published
    DOI:
    10.5506/APhysPolBSupp.17.2-A6 - link to the publication
  11. New Developments in KKMChh: Quark-Level Exponentiated Radiative Corrections and Semi-analytical Results
    Authors:
    S.A. Yost, M. Dittrich, S. Jadach, B.F.L. Ward, Z. Wąs
    Conference:
    Status:
    Accepted for publication

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