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Nonperturbative properties of evolving gluonic plasmas

Kirill Boguslavski (ORCID: 0000-0001-6781-4090)
  • Grant DOI 10.55776/P34455
  • Funding program Principal Investigator Projects
  • Status Ended
  • Start September 1, 2021
  • End November 30, 2025
  • Funding amount € 366,051
  • Project website

Disciplines

Physics, Astronomy (100%)

Keywords

  • Quark Gluon plasma,
  • Heavy-ion collisions,
  • Thermal field theory,
  • Lattice field theory
Abstract Final report

Quantum Chromodynamics (QCD) is one of the four fundamental forces in the Standard Model of particle physics and among the most important building blocks of modern physics. It describes the interactions among quarks and gluons, which form nuclear matter (protons, neutrons and other hadrons) or, at extremely high temperatures of around 1012 C, a quark-gluon plasma. This extreme state of matter has likely existed in the earliest instants of our universe after the Big Bang. On Earth, the quark-gluon plasma is created in ultra-relativistic heavy-ion collision experiments at large laboratory facilities like the Large Hadron Collider (LHC) and the Relativistic Heavy Ion Collider (RHIC) at early times after the collision. In these experiments, the plasma behaves like a nearly perfect fluid after a very short time scale of the order of a few yoctoseconds ~1 fm/c 3 10-24 s. Right after the collision, created quarks and gluons do not have the same energy distribution as in thermal equilibrium, and their non-equilibrium states can have very different properties. Understanding them at the initial stages that lead to the fluid-like behavior of the quark-gluon plasma constitutes a bottleneck in the analysis of heavy-ion collisions, from which description uncertainties and errors can propagate. Detailed knowledge of the early-time properties is not only necessary, but also opens new opportunities. For instance, early-time dynamics can influence transport coefficients. These are numbers that encode properties of the current state of the plasma and are core ingredients in phenomenological studies of experimental observables like heavy quarks or highly energetic particles (jets) in the plasma. This can lead to unique signatures of the early-time dynamics in heavy-ion collisions. Despite its significance, much is unknown about the non- equilibrium plasma. The goal of this research project is to gain a much deeper understanding of the pre-equilibrium dynamics of the quark-gluon plasma using nonperturbative simulation techniques and to find experimentally testable signatures of the early-time dynamics. By performing large-scale classical- statistical lattice simulations with large gluonic particle numbers, we focus on yet insufficiently understood nonperturbative properties of the plasma. Such include spectral information on quasiparticles in the plasma, gluon dynamics at large length scales, and the impact of the non- equilibrium plasma on transport coefficients and other observables. Moreover, the plasma exhibits universal self-similar dynamics when studied in extreme far-from-equilibrium conditions, and it has been conjectured to form a universality class with scalar field theories. In the project, we also want to scrutinize and to improve our understanding of this universality. This opens interdisciplinary opportunities linking heavy-ion collisions to ultra-cold atom experiments and to reheating after cosmological inflation.

How does matter behave immediately after atomic nuclei collide at nearly the speed of light? This project opened new ways to study these first moments. It shows how energetic particles can act as messengers from the early stages of the collision, and achieved a breakthrough in simulating the strong force in real time. In such collisions, an extremely hot state of matter is created: the quark-gluon plasma. Similar conditions existed in the earliest instants after the Big Bang. The quark-gluon plasma is governed by the strong force, which binds quarks and gluons inside protons, neutrons and atomic nuclei. In the laboratory, this matter exists only for an extremely short time and cannot be observed directly. Researchers therefore reconstruct its properties from particles that reach the detectors. A central result of this project is that very heavy or very energetic particles and particle sprays can carry information from the earliest stages. These messengers, known as hard probes, pass through the emerging medium and are changed by it. The project showed how the first, highly non-equilibrium phases after the collision can leave traces in their later evolution. This creates a promising route for connecting theoretical descriptions of the early plasma with experimental observations. It may become particularly relevant for future data sets at CERN, including high-luminosity LHC operation and collisions of light ions such as oxygen. The project also deepened our understanding of universal behaviour far from equilibrium. Here, "universal" means that very different physical systems can follow similar patterns under extreme conditions. The project demonstrated such patterns in gluon-rich matter in heavy-ion collisions, including self-similar evolution linked to collective structures in the gluon field. It also proposed and demonstrated limiting attractors, which constrain the paths along which non-equilibrium matter can evolve. In related studies of simpler theories, the project identified wave-like excitations as the mechanism driving condensate formation. These results help explain why systems that look very different can nevertheless share common dynamics. Another important success was methodological and computational. The project significantly advanced complex Langevin simulations, a method aimed at one of the hardest problems in theoretical physics: calculating the real-time behaviour of quantum fields, especially those describing the strong force. By combining new simulation techniques developed in this project with recent advances, the team produced the first stable and reliable simulations of a three-dimensional real-time gauge theory and showed in one example how such simulations can be used to calculate real-time correlations. In the long term, these advances help us understand the strong force that binds atomic nuclei and shaped matter in the early universe. They also provide new tools for interpreting high-energy nuclear experiments and for studying real-time quantum dynamics more broadly.

Research institution(s)
  • Technische Universität Wien - 100%
Project participants
  • Andreas Ipp, Technische Universität Wien , national collaboration partner
  • Anton Rebhan, Technische Universität Wien , national collaboration partner
International project participants
  • Tuomas Lappi, University of Jyväskylä - Finland
  • Jan Martin Pawlowski, Ruprecht-Karls-Universität Heidelberg - Germany
  • Jürgen Berges, Ruprecht-Karls-Universität Heidelberg - Germany
  • Jarkko Peuron, European Centre for Theoretical Studies in Nuclear Physics and Related Areas (ECT*) - Italy
  • Aleksi Kurkela, University of Stavanger - Norway

Research Output

  • 276 Citations
  • 56 Publications
  • 8 Datasets & models
  • 4 Software
  • 4 Disseminations
  • 13 Scientific Awards
  • 1 Fundings
Publications
  • 2025
    Title Solving the QCD effective kinetic theory with neural networks
    DOI 10.1140/epjc/s10052-025-15040-w
    Type Journal Article
    Author Cabodevila S
    Journal The European Physical Journal C
    Pages 1304
    Link Publication
  • 2026
    Title Jet quenching in out-of-equilibrium QCD matter
    DOI 10.1103/q8bb-qlm8
    Type Journal Article
    Author Barata J
    Journal Physical Review D
  • 2026
    Title Machine-Learned Renormalization-Group-Improved Gauge Actions and Classically Perfect Gradient Flows.
    DOI 10.1103/k41k-2pnc
    Type Journal Article
    Author Holland K
    Journal Physical review letters
    Pages 031901
  • 2026
    Title Overview of the latest developments in understanding the initial state and thermalization
    DOI 10.1051/epjconf/202636401015
    Type Journal Article
    Author Boguslavski K
    Journal EPJ Web of Conferences
  • 2026
    Title Pre-hydrodynamic jet momentum broadening beyond the jet quenching parameter
    DOI 10.1051/epjconf/202636409004
    Type Journal Article
    Author Altenburger A
    Journal EPJ Web of Conferences
  • 2026
    Title Minijet thermalization and jet transport coefficients in QCD kinetic theory
    DOI 10.1007/jhep05(2026)093
    Type Journal Article
    Author Boguslavski K
    Journal Journal of High Energy Physics
  • 2025
    Title Strongly correlated quantum fields in and out of equilibrium
    DOI 10.11588/heidok.00036899
    Type Other
    Author Preis T
    Link Publication
  • 2025
    Title Restoring Complex Langevin Convergence with Lefschetz Thimble-Based Density Modifications
    DOI 10.34726/hss.2025.130661
    Type Other
    Author Helmberger F
    Link Publication
  • 2025
    Title Spectral functions in a Bjorken expanding space-time
    DOI 10.34726/hss.2025.121988
    Type Other
    Author Angelli T
    Link Publication
  • 2025
    Title The complex Langevin method for real-time non-Abelian gauge theories
    DOI 10.34726/hss.2025.102628
    Type Other
    Author Hotzy P
    Link Publication
  • 2025
    Title Nonequilibrium QCD in heavy-ion collisions: Kinetic theory and jet modifications during the initial stages
    DOI 10.34726/hss.2025.102627
    Type Other
    Author Lindenbauer F
    Link Publication
  • 2025
    Title The impact of glasma on heavy quark spectra and correlations
    DOI 10.1051/epjconf/202533904013
    Type Journal Article
    Author Avramescu D
    Journal EPJ Web of Conferences
  • 2025
    Title Jet momentum broadening beyond the jet quenching parameter from QCD kinetic theory
    DOI 10.1051/epjconf/202533906004
    Type Journal Article
    Author Altenburger A
    Journal EPJ Web of Conferences
    Link Publication
  • 2025
    Title Lefschetz thimble-inspired weight regularizations for complex Langevin simulations
    DOI 10.21468/scipostphys.18.3.092
    Type Journal Article
    Author Boguslavski K
    Journal SciPost Physics
    Pages 092
    Link Publication
  • 2025
    Title Impact of glasma on heavy flavor azimuthal correlations and spectra
    DOI 10.1103/physrevd.111.074036
    Type Journal Article
    Author Avramescu D
    Journal Physical Review D
    Pages 074036
    Link Publication
  • 2025
    Title Heavy-Flavor Angular Correlations as a Direct Probe of the Glasma
    DOI 10.1103/physrevlett.134.172301
    Type Journal Article
    Author Avramescu D
    Journal Physical Review Letters
    Pages 172301
    Link Publication
  • 2022
    Title Spectral function of fermions in a highly occupied non-Abelian plasma
    DOI 10.1016/j.physletb.2022.136963
    Type Journal Article
    Author Boguslavski K
    Journal Physics Letters B
    Pages 136963
    Link Publication
  • 2021
    Title Fermion and gluon spectral functions far from equilibrium
    DOI 10.48550/arxiv.2112.00030
    Type Other
    Author Boguslavski K
    Link Publication
  • 2022
    Title Fermion and gluon spectral functions far from equilibrium
    DOI 10.1051/epjconf/202225805003
    Type Journal Article
    Author Boguslavski K
    Journal EPJ Web of Conferences
  • 2024
    Title Heavy-quark diffusion in 2+1D and glasmalike plasmas: Evidence of a transport peak
    DOI 10.1103/physrevd.110.114013
    Type Journal Article
    Author Backfried L
    Journal Physical Review D
    Pages 114013
    Link Publication
  • 2024
    Title Jet momentum broadening during initial stages in heavy-ion collisions
    DOI 10.1016/j.physletb.2024.138525
    Type Journal Article
    Author Boguslavski K
    Journal Physics Letters B
    Pages 138525
    Link Publication
  • 2024
    Title Unraveling the dynamics of the quark-gluon plasma and scalar systems
    Type Postdoctoral Thesis
    Author Kirill, Boguslavski
    Link Publication
  • 2024
    Title Machine learning a fixed point action for SU(3) gauge theory with a gauge equivariant convolutional neural network
    DOI 10.48550/arxiv.2401.06481
    Type Preprint
    Author Holland K
  • 2024
    Title Heavy quark diffusion coefficient in heavy-ion collisions via kinetic theory
    DOI 10.1103/physrevd.109.014025
    Type Journal Article
    Author Boguslavski K
    Journal Physical Review D
    Pages 014025
    Link Publication
  • 2024
    Title Jet quenching parameter in QCD kinetic theory
    DOI 10.1103/physrevd.110.034019
    Type Journal Article
    Author Boguslavski K
    Journal Physical Review D
    Pages 034019
    Link Publication
  • 2023
    Title Simulating jets and heavy quarks in the glasma using the colored particle-in-cell method
    DOI 10.1103/physrevd.107.114021
    Type Journal Article
    Author Avramescu D
    Journal Physical Review D
    Pages 114021
    Link Publication
  • 2023
    Title Stabilizing complex Langevin for real-time gauge theories with an anisotropic kernel
    DOI 10.1007/jhep06(2023)011
    Type Journal Article
    Author Boguslavski K
    Journal Journal of High Energy Physics
    Pages 11
    Link Publication
  • 2024
    Title Problem size reduction methods for large CVRPs
    DOI 10.1016/j.cor.2024.106820
    Type Journal Article
    Author Dragomir A
    Journal Computers & Operations Research
    Pages 106820
    Link Publication
  • 2024
    Title Limiting attractors in heavy-ion collisions
    DOI 10.1016/j.physletb.2024.138623
    Type Journal Article
    Author Boguslavski K
    Journal Physics Letters B
    Pages 138623
    Link Publication
  • 2024
    Title Conserved energy–momentum tensor for real-time lattice simulations
    DOI 10.1140/epjc/s10052-024-12725-6
    Type Journal Article
    Author Boguslavski K
    Journal The European Physical Journal C
    Pages 368
    Link Publication
  • 2024
    Title Order parameters for gauge invariant condensation far from equilibrium
    DOI 10.1103/physrevd.109.114011
    Type Journal Article
    Author Berges J
    Journal Physical Review D
    Pages 114011
    Link Publication
  • 2024
    Title Real-time correlators in 3+1D thermal lattice gauge theory
    DOI 10.1103/physrevd.109.094518
    Type Journal Article
    Author Boguslavski K
    Journal Physical Review D
    Pages 094518
    Link Publication
  • 2024
    Title Heavy quark diffusion coefficient during hydrodynamization - non-equilibrium vs. equilibrium
    DOI 10.22323/1.438.0091
    Type Conference Proceeding Abstract
    Author Peuron J
    Pages 091
  • 2024
    Title Heavy quark $\kappa$ and jet $\hat{q}$ transport coefficients in the Glasma early stage of heavy-ion collisions
    DOI 10.22323/1.438.0056
    Type Conference Proceeding Abstract
    Author Avramescu D
    Pages 056
  • 2024
    Title Early time dynamics and constraints on medium evolution
    DOI 10.22323/1.438.0008
    Type Conference Proceeding Abstract
    Author Boguslavski K
    Pages 008
  • 2024
    Title Designing weight regularizations based on Lefschetz thimbles to stabilize complex Langevin
    DOI 10.22323/1.466.0026
    Type Conference Proceeding Abstract
    Author Hotzy P
    Pages 026
  • 2024
    Title Condensation and early time dynamics in QCD plasmas
    DOI 10.22323/1.438.0050
    Type Conference Proceeding Abstract
    Author De Bruin L
    Pages 050
  • 2024
    Title Fixed point actions from convolutional neural networks
    DOI 10.48350/192365
    Type Other
    Author Wenger
    Link Publication
  • 2024
    Title Limiting attractors in heavy-ion collisions-The interplay between bottom-up and hydrodynamic attractors
    DOI 10.1051/epjconf/202429610004
    Type Journal Article
    Author Boguslavski K
    Journal EPJ Web of Conferences
  • 2024
    Title Heavy quark momentum diffusion coefficient during hydrodynamization via effective kinetic theory
    DOI 10.1051/epjconf/202429609001
    Type Journal Article
    Author Boguslavski K
    Journal EPJ Web of Conferences
  • 2023
    Title Probing universal dynamics with topological data analysis in a gluonic plasma
    DOI 10.1103/physrevd.108.056016
    Type Journal Article
    Author Spitz D
    Journal Physical Review D
    Pages 056016
    Link Publication
  • 2025
    Title Condensation and prescaling in spatial Polyakov loop correlations far from equilibrium
    DOI 10.1103/physrevd.111.096006
    Type Journal Article
    Author Spitz D
    Journal Physical Review D
    Pages 096006
    Link Publication
  • 2025
    Title Kelvin waves in nonequilibrium universal dynamics of relativistic scalar field theories
    DOI 10.1103/h4hn-r6kp
    Type Journal Article
    Author Noel V
    Journal Physical Review Research
    Pages 033220
    Link Publication
  • 2025
    Title The complex Langevin method for real-time non-abelian gauge theories
    Type PhD Thesis
    Author Paul, Hotzy
    Link Publication
  • 2025
    Title Nonequilibrium QCD in heavy-ion collisions: Kinetic theory and jet modifications during the initial stages
    Type PhD Thesis
    Author Florian, Lindenbauer
    Link Publication
  • 2022
    Title Nonperturbative excitations in overoccupied gluon plasmas
    DOI 10.22323/1.396.0340
    Type Conference Proceeding Abstract
    Author Boguslavski K
    Pages 340
  • 2022
    Title A stabilizing kernel for complex Langevin simulations of real-time gauge theories
    DOI 10.22323/1.430.0279
    Type Conference Proceeding Abstract
    Author Hotzy P
    Pages 279
  • 2024
    Title Soft-gluon exchange matters: Isotropic screening in QCD kinetic theory
    DOI 10.1103/physrevd.110.074017
    Type Journal Article
    Author Boguslavski K
    Journal Physical Review D
    Pages 074017
    Link Publication
  • 2023
    Title Geometrical aspects of lattice gauge equivariant convolutional neural networks
    DOI 10.48550/arxiv.2303.11448
    Type Preprint
    Author Aronsson J
  • 2023
    Title Heavy quark $$ and jet $\hat{q}$ transport coefficients in the Glasma early stage of heavy-ion collisions
    DOI 10.48550/arxiv.2307.07999
    Type Preprint
    Author Avramescu D
    Link Publication
  • 2023
    Title Highly anisotropic lattices for Yang-Mills theory
    DOI 10.22323/1.453.0150
    Type Conference Proceeding Abstract
    Author Hotzy P
    Pages 150
  • 2023
    Title Advancing real-time Yang-Mills: towards real-time observables from first principles
    DOI 10.22323/1.453.0194
    Type Conference Proceeding Abstract
    Author Hotzy P
    Pages 194
  • 2023
    Title Non-equilibrium Attractor in High-temperature QCD Plasmas
    DOI 10.5506/aphyspolbsupp.16.1-a28
    Type Journal Article
    Author Almaalol D
    Journal Acta Physica Polonica B Proceedings Supplement
  • 2023
    Title Real-time correlators in 3+1D thermal lattice gauge theory
    DOI 10.48550/arxiv.2312.03063
    Type Other
    Author Boguslavski K
    Link Publication
  • 2023
    Title Fixed point actions from convolutional neural networks
    DOI 10.48550/arxiv.2311.17816
    Type Preprint
    Author Holland K
  • 2023
    Title Fixed point actions from convolutional neural networks
    DOI 10.22323/1.453.0038
    Type Conference Proceeding Abstract
    Author Wenger U
    Pages 038
    Link Publication
Datasets & models
  • 2026 Link
    Title Data and analysis scripts for 'Jet energy loss in anisotropic plasmas meets limiting attractors'
    DOI 10.5281/zenodo.18931818
    Type Database/Collection of data
    Public Access
    Link Link
  • 2026 Link
    Title arxiv:2510.25669.scripts - Data and scripts for the paper `Minijet thermalization and jet transport coefficients in QCD kinetic theory' (arxiv:2510.25669)
    DOI 10.5281/zenodo.20018590
    Type Database/Collection of data
    Public Access
    Link Link
  • 2025 Link
    Title Data and plot scripts underlying "Condensation and prescaling in spatial Polyakov loop correlations far from equilibrium"
    DOI 10.5281/zenodo.15205964
    Type Database/Collection of data
    Public Access
    Link Link
  • 2025 Link
    Title EKT-NN
    DOI 10.5281/zenodo.15701887
    Type Database/Collection of data
    Public Access
    Link Link
  • 2024 Link
    Title Plot files and data for 2408.12646
    DOI 10.5281/zenodo.14039178
    Type Database/Collection of data
    Public Access
    Link Link
  • 2024 Link
    Title Data and analysis scripts for arXiv:2407.09605
    DOI 10.5281/zenodo.13151024
    Type Database/Collection of data
    Public Access
    Link Link
  • 2023 Link
    Title Data and analysis code for arXiv:2303.12595
    DOI 10.5281/zenodo.10419536
    Type Database/Collection of data
    Public Access
    Link Link
  • 2023 Link
    Title Data and analysis code for arXiv:2312.00447
    DOI 10.5281/zenodo.10419944
    Type Database/Collection of data
    Public Access
    Link Link
Software
  • 2025 Link
    Title Anisotropic AMY Rate Solver
    DOI 10.5281/zenodo.17093904
    Link Link
  • 2025 Link
    Title Improved Opacity Expansion Solver for Time-Dependent Matter
    DOI 10.5281/zenodo.17552869
    Link Link
  • 2025 Link
    Title Collisionkernel from EKT
    DOI 10.5281/zenodo.17309242
    Link Link
  • 2023 Link
    Title EKTqhat - Effective kinetic theory solver with jet quenching parameter
    DOI 10.5281/zenodo.10409474
    Link Link
Disseminations
  • 2024 Link
    Title KinderuniTechnik 2024 (part of KinderuniWien)
    Type A talk or presentation
    Link Link
  • 2023 Link
    Title KinderuniWien 2023
    Type A talk or presentation
    Link Link
  • 2025 Link
    Title Pint of Science Festival Wien
    Type A talk or presentation
    Link Link
  • 2023
    Title Outreach talk at the Austrian Physical Society by Florian Lindenbauer
    Type A talk or presentation
Scientific Awards
  • 2025
    Title Invited talk at ECT* workshop on Attractors and thermalization in nuclear collisions and cold quantum gases
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2025
    Title Invited talk at the CERN workshop "High energy probes of the initial stages"
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2025
    Title Invited talk at the workshop "Quantum Dynamics in Ghent 2025"
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2023
    Title Invited talk and student lecture at 4th Heavy Flavor Meet
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2023
    Title Invited talk at the 795. Wilhelm and Else Heraeus Seminar
    Type Personally asked as a key note speaker to a conference
    Level of Recognition National (any country)
  • 2023
    Title Invited plenary talk at Hard Probes 2023
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title Poster Prize at XQCD 2022
    Type Poster/abstract prize
    Level of Recognition Continental/International
  • 2022
    Title ÖPG Studierendenpreis 2022
    Type Research prize
    Level of Recognition National (any country)
  • 2022
    Title Diplomarbeitspreis 2022
    Type Research prize
    Level of Recognition Regional (any country)
  • 2025
    Title Invited plenary talk at Quark Matter 2025
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2024
    Title Invited talk at the workshop "New jet quenching tools to explore equilibrium and non-equilibrium dynamics in heavy-ion collisions"
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2024
    Title Invited talk at XQCD 2024
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2024
    Title Invited plenary talk at Strong and Electro-Weak Matter 2024
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
Fundings
  • 2024
    Title DOC-Stipendium for Florian Lindenbauer
    Type Research grant (including intramural programme)
    Start of Funding 2024
    Funder Austrian Academy of Sciences

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