ESR Publications

  • Investigating N→Nπ axial matrix elements
    L. Barca, G. S. Bali, S. Collins
  • Quantum field theories, Markov random fields and machine learning
    D. Bachtis, G. Aarts, B. Lucini
    XXXII IUPAP Conference on Computational Physics
  • Mellin amplitudes for 1d CFT
    L. Bianchi, G. Bliard, V. Forini, G. Peveri
    JHEP 10 095 (2021)

  • Interpreting machine learning functions as physical observables
    G. Aarts, D. Bachtis, B. Lucini

  • Machine learning with quantum field theories
    D. Bachtis, G. Aarts, B. Lucini
  • Quantum field-theoretic machine learning
    D. Bachtis, G. Aarts, B. Lucini
    Phys. Rev. D103  7, 074510 (2021)

  • Taylor expansions on Lefschetz thimbles (and not only that)
    F. Di Renzo, S. Singh, K. Zambello
    Phys. Rev. D103 034513 (2021)

  • Net-baryon number fluctuations
    C. Schmidt, J. Goswami, G. Nicotra, F. Ziesché, P. Dimopoulos,
    F. Di Renzo, S. Singh, K. Zambello
    Acta Physica Polonica B Proc. Suppl. No 2, Vol. 14 (2021)

  • Adding Machine Learning within Hamiltonians: Renormalization GroupTransformations, Symmetry Breaking and Restoration
    D. Bachtis, G. Aarts, B. Lucini
    Phys. Rev. Res. 3 013134 (2021)



ESR Preprints



Network Publications

  • Investigating the conformal behaviour of SU(2) with one adjoint Dirac flavor
    Ed Bennett, A. Athenodorou, G. Bergner, B. Lucini
  • Charmonium-like resonances with JPC=0++,2++ in coupled DDbar, DsDsbar scattering on the lattice
    S. Prelovsek, S. Collins, D. Mohler, M. Padmanath, S. Piemonte
    JHEP 06 035 (2021)

  • Simulating Yang-Mills theories with a complex coupling
    J.M. Pawlowski, M. Scherzer, C. Schmidt, F.P.G. Ziegler, F. Ziesché
    Phys. Rev. D103, 094505 (2021)

  • Masses and decay constants of the η and η′ mesons
    from lattice QCD

    G.S. Bali, V. Braun, S. Collins, A. Schäfer and J. Simeth
    JHEP 08 17 137 (2021)

  • Nonperturbative Renormalization in Lattice QCD with three flavors of clover fermions: Using Periodic and Open Boundary Conditions
    G.S. Bali, S. Bürger, S. Collins, M. Göckeler, M. Gruber, S. Piemonte, A. Schäfer, A. Sternbeck and P. Wein
    Phys. Rev. D103 9, 094511 (2021)

  • Meson spectrum in the large N limit
    M. García Pérez, A. González-Arroyo and M. Okawa
    JHEP 04 230 (2021)
  • Glueballs and Strings in Sp(2N) Yang-Mills theories
    Ed Bennett, J. Holligan, D, Ki Hong, J.-W. Lee, C.-J. D. Lin, B. Lucini,
    M. Piai, D. Vadacchino
    Phys. Rev. D103 5, 054509 (2021)

  • Renormalisation of the energy-momentum tensor in
    three-dimensional scalar SU(N) theories using the Wilson flow

    L. Del Debbio, E. Dobson, A. Jüttner, B. Kitching-Morley, J. K. L. Lee, V. Nourry, A. Portelli, H. Bergallo Rocha, K. Skenderis
    Phys. Rev. D103, 114501 (2021)

  • Nonperturbative infrared finiteness in super-renormalisable scalar quantum field theory
    G. Cossu, L. Del Debbio, A. Juttner, B. Kitching-Morley, J. K. L. Lee, A. Portelli, H. Bergallo Rocha, K. Skenderis
    Phys. Rev. Lett. 126, 221601 (2021)

  • Electrical conductivity of the quark-gluon plasma:
    perspective from lattice QCD
    G. Aarts and A. Nikolaev
    Eur. Phys. J. A57  4, 118 (2021)
  • Comparing conserved charge fluctuations from lattice QCD to HRG model calculations
    J. Goswami, F. Karsch, C. Schmidt, S. Mukherjee, P. Petreczky
    Acta Phys. Polon. Supp. 14 251 (2021)



Network Preprints

  • Quantitative analysis of phase transitions in two-dimensional XY models using persistent homology
    N. Sale, J. Giansiracusa, B. Lucini
  • Settling an old story: solution of the Thirring model in thimble regularization
    F. Di Renzo and K. Zambello
  • Conserved charge fluctuations at vanishing net-baryon density from Lattice QCD
    J. Goswami, F. Karsch, S. Mukherjee, P. Petreczky, C. Schmidt


Other Publications by Network members

  • A new formulation of compartmental epidemic modelling for arbitrary distributions of incubation and removal times
    P. Hernández, C. Pena, A. Ramos and J.J. Gómez-Cadenas
    PLoS ONE 16(2): e0244107
    https://arxiv.org/abs/2005.09975  [q-bio.PE]