Publications: Prof Biagio Lucini
Bennett E, Hong DK, Hsiao H, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2025
)
.
Meson spectroscopy in the Sp(4) gauge theory with three antisymmetric fermions
.
Physical Review D
vol.
111
,
(
7
)
Chen S-Y, Aarts G, Lucini B
(
2025
)
.
Exploring Generative Networks for Manifolds with Non-Trivial Topology
.
PoS
vol.
LATTICE2024
,
042
-
042
.
Zierler F, Bennett E, Forzano N, Hong DK, Hsiao H, Lee J-W, Lin CJD, Lucini B et al.
(
2025
)
.
Progress on pseudoscalar flavour-singlets in Sp(4) with mixed fermion representations
.
PoS
vol.
LATTICE2024
,
138
-
138
.
Hsiao H, Bennett E, Forzano N, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M et al.
(
2025
)
.
Progress on the spectroscopy of an Sp(4) gauge theory coupled to matter in multiple representations
.
PoS
vol.
LATTICE2024
,
139
-
139
.
Forzano N, others
(
2025
)
.
Progress on the spectroscopy of lattice gauge theories using spectral densities
.
PoS
vol.
LATTICE2024
,
137
-
137
.
Park C, Favoni M, Lucini B, Aarts G
(
2025
)
.
Random Matrix Theory for Stochastic Gradient Descent
.
PoS
vol.
LATTICE2024
,
031
-
031
.
Aarts G, Lucini B, Park C
(
2025
)
.
Stochastic weight matrix dynamics during learning and Dyson Brownian motion
.
Phys. Rev. E
vol.
111
,
Article
1
,
015303
-
015303
.
Crean X, Giansiracusa J, Lucini B
(
2025
)
.
Topological Data Analysis of Abelian Magnetic Monopoles in Gauge Theories
.
PoS
vol.
LATTICE2024
,
395
-
395
.
Bennett E, Athenodorou A, Bergner G, Butti P, Lucini B
(
2025
)
.
Towards the β function of SU(2) with adjoint matter using Pauli-Villars fields
.
PoS
vol.
LATTICE2024
,
432
-
432
.
Mason D, Bennett E, Lucini B, Piai M, Rinaldi E, Vadacchino D, Zierler F
(
2025
)
.
Updates on the density of states method in finite temperature symplectic gauge theories
.
PoS
vol.
LATTICE2024
,
147
-
147
.
Kenny E, Griffiths H, Seager A, Lucini B, Nithiarasu P, Kelleher R, Morgans C
(
2024
)
.
Supporting Early-Career Researchers
.
Exchanges The Interdisciplinary Research Journal
vol.
11
,
(
3
)
266
-
283
.
Crean X, Giansiracusa J, Lucini B
(
2024
)
.
Topological Data Analysis of Monopole Current Networks in $U(1)$ Lattice Gauge Theory
.
Crean X, Giansiracusa J, Lucini B
(
2024
)
.
Topological Data Analysis of Monopole Current Networks in $U(1)$ Lattice Gauge Theory
.
Crean X, Giansiracusa J, Lucini B
(
2024
)
.
Topological Data Analysis of Monopoles in $U(1)$ Lattice Gauge Theory
.
Crean X, Giansiracusa J, Lucini B
(
2024
)
.
Topological Data Analysis of Monopoles in $U(1)$ Lattice Gauge Theory
.
D'Elia M, Langfeld K, Lucini B
(
2024
)
.
Advanced Monte Carlo simulation techniques
.
Stochastic Methods in Scientific Computing
,
Taylor & Francis
Langfeld K, Lucini B
(
2024
)
.
Data Analytics and Statistical Systems
.
Stochastic Methods in Scientific Computing
,
Taylor & Francis
Lucini B
(
2024
)
.
Statistical models
.
Stochastic Methods in Scientific Computing
,
Taylor & Francis
Hsiao H, Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2024
)
.
Chimera baryon spectrum in the Sp(4) completion of composite Higgs models
.
PoS
vol.
LATTICE2023
,
089
-
089
.
Bennett E, Hong DK, Hsiao H, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2024
)
.
Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory
.
Phys. Rev. D
vol.
109
,
Article
9
,
094512
-
094512
.
Forzano N, others
(
2024
)
.
Lattice studies of Sp(2N) gauge theories using GRID
.
PoS
vol.
LATTICE2023
,
097
-
097
.
Bennett E, others
(
2024
)
.
Meson spectroscopy from spectral densities in lattice gauge theories
.
Phys. Rev. D
vol.
110
,
Article
7
,
074509
-
074509
.
Bennett E, Forzano N, Hong DK, Hsiao H, Lee J-W, Lin C-JD, Lucini B, Piai M et al.
(
2024
)
.
Mixing between flavor singlets in lattice gauge theories coupled to matter fields in multiple representations
.
Phys. Rev. D
vol.
110
,
Article
7
,
074504
-
074504
.
Aarts G, Lucini B, Park C
(
2024
)
.
Scalar field restricted Boltzmann machine as an ultraviolet regulator
.
Phys. Rev. D
vol.
109
,
Article
3
,
034521
-
034521
.
Bennett E, Hsiao H, Lee J-W, Lucini B, Maas A, Piai M, Zierler F
(
2024
)
.
Singlets in gauge theories with fundamental matter
.
Phys. Rev. D
vol.
109
,
Article
3
,
034504
-
034504
.
Bennett E, Holligan J, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2024
)
.
Spectrum of mesons in quenched Sp(2N) gauge theories
.
Phys. Rev. D
vol.
109
,
Article
9
,
094517
-
094517
.
D’Elia M, Langfeld K, Lucini B
(
2024
)
.
Stochastic Methods in Scientific Computing: From Foundations to Advanced Techniques
.
Mason D, Lucini B, Piai M, Rinaldi E, Vadacchino D
(
2024
)
.
The deconfinement phase transition in $Sp(2N)$ gauge theories and the density of states method
.
PoS
vol.
LATTICE2023
,
085
-
085
.
Crean X, Giansiracusa J, Lucini B
(
2024
)
.
Topological data analysis of monopole current networks in $U(1)$ lattice gauge theory
.
SciPost Phys.
vol.
17
,
Article
4
,
100
-
100
.
Hsiao H, Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2023
)
.
Spectroscopy of chimera baryons in a Sp(4) lattice gauge theory
.
Lucini B, Mason D, Piai M, Rinaldi E, Vadacchino D
(
2023
)
.
First-order phase transitions in Yang-Mills theories and the density of state method
.
Phys. Rev. D
vol.
108
,
Article
7
,
074517
-
074517
.
Sale N, Lucini B, Giansiracusa J
(
2023
)
.
Persistent homology as a probe for center vortices and deconfinement in SU(2) lattice gauge theory
.
PoS
vol.
LATTICE2022
,
387
-
387
.
Aarts G, others
(
2023
)
.
Phase Transitions in Particle Physics: Results and Perspectives from Lattice Quantum Chromo-Dynamics
.
Prog. Part. Nucl. Phys.
vol.
133
,
104070
-
104070
.
Sale N, Lucini B, Giansiracusa J
(
2023
)
.
Probing center vortices and deconfinement in SU(2) lattice gauge theory with persistent homology
.
Phys. Rev. D
vol.
107
,
Article
3
,
034501
-
034501
.
Bennett E, Holligan J, Hong DK, Hsiao H, Lee J-W, Lin C-JD, Lucini B, Mesiti M et al.
(
2023
)
.
Sp(2N) Lattice Gauge Theories and Extensions of the Standard Model of Particle Physics
.
Universe
vol.
9
,
Article
5
,
236
-
236
.
Hsiao H, Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2023
)
.
Spectroscopy of $Sp(4)$ lattice gauge theory with $n_f=3$ antisymmetric fermions
.
PoS
vol.
LATTICE2022
,
211
-
211
.
Bennett E, others
(
2023
)
.
Symplectic lattice gauge theories in the grid framework: Approaching the conformal window
.
Phys. Rev. D
vol.
108
,
Article
9
,
094508
-
094508
.
Mason D, Lucini B, Piai M, Rinaldi E, Vadacchino D
(
2023
)
.
The density of state method for first-order phase transitions in Yang-Mills theories
.
PoS
vol.
LATTICE2022
,
216
-
216
.
Vadacchino D, Bennett E, Lin C-JD, Hong DK, Lee J-W, Lucini B, Piai M
(
2023
)
.
Topological susceptibility, scale setting and universality from $Sp(N_c)$ gauge theories
.
PoS
vol.
LATTICE2022
,
400
-
400
.
Bonanno C, D’Elia M, Lucini B, Vadacchino D
(
2023
)
.
Towards glueball masses of large-$N$ $\mathrmSU(N)$ Yang-Mills theories without topological freezing via parallel tempering on boundary conditions
.
PoS
vol.
LATTICE2022
,
392
-
392
.
Bennett E, Athenodorou A, Bergner G, Butti P, Lucini B
(
2023
)
.
Update on SU(2) with one adjoint Dirac flavor
.
PoS
vol.
LATTICE2022
,
204
-
204
.
Lucini B
(
2022
)
.
Sp(2N) gauge theories on the lattice: status and perspectives
.
Conference:
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021)
Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2022
)
.
Color dependence of the topological susceptibility in Yang-Mills theories
.
Phys. Lett. B
vol.
835
,
137504
-
137504
.
Lee J-W, Bennett E, Hong DK, Hsiao H, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2022
)
.
Composite dynamics in Sp(2N) gauge theories
.
EPJ Web Conf.
vol.
274
,
08005
-
08005
.
Lucini B, Francesconi O, Holzmann M, Lancaster D, Rago A
(
2022
)
.
Efficient computations of continuous action densities of states for lattice models
.
J. Phys. Conf. Ser.
vol.
2207
,
Article
1
,
012052
-
012052
.
Aarts G, Bachtis D, Lucini B
(
2022
)
.
Interpreting machine learning functions as physical observables
.
PoS
vol.
LATTICE2021
,
248
-
248
.
Bachtis D, Aarts G, Di Renzo F, Lucini B
(
2022
)
.
Inverse Renormalization Group in Quantum Field Theory
.
Phys. Rev. Lett.
vol.
128
,
Article
8
,
081603
-
081603
.
Bennett E, Hong DK, Hsiao H, Lee J-W, Lin C-JD, Lucini B, Mesiti M, Piai M et al.
(
2022
)
.
Lattice studies of the Sp(4) gauge theory with two fundamental and three antisymmetric Dirac fermions
.
Phys. Rev. D
vol.
106
,
Article
1
,
014501
-
014501
.
Bachtis D, Aarts G, Lucini B
(
2022
)
.
Machine learning with quantum field theories
.
PoS
vol.
LATTICE2021
,
201
-
201
.
Bennett E, Athenodorou A, Bergner G, Lucini B
(
2022
)
.
New lattice results for SU(2) gauge theory with one adjoint Dirac flavor
.
PoS
vol.
LATTICE2021
,
204
-
204
.
Bennett E, Holligan J, Hong DK, Hsiao H, Lee J-W, Lin CJD, Lucini B, Mesiti M et al.
(
2022
)
.
Progress in $Sp(2N)$ lattice gauge theories
.
PoS
vol.
LATTICE2021
,
308
-
308
.
Sale N, Giansiracusa J, Lucini B
(
2022
)
.
Quantitative analysis of phase transitions in two-dimensional XY models using persistent homology
.
Phys. Rev. E
vol.
105
,
Article
2
,
024121
-
024121
.
Bachtis D, Aarts G, Lucini B
(
2022
)
.
Quantum field theories, Markov random fields and machine learning
.
J. Phys. Conf. Ser.
vol.
2207
,
Article
1
,
012056
-
012056
.
Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2022
)
.
Sp(2N) Yang-Mills theories on the lattice: Scale setting and topology
.
Phys. Rev. D
vol.
106
,
Article
9
,
094503
-
094503
.
Lucini B, Bennett E, Holligan J, Hong DK, Hsiao H, Lee J-W, Lin CJD, Mesiti M et al.
(
2022
)
.
Sp(4) gauge theories and beyond the standard model physics
.
EPJ Web Conf.
vol.
258
,
08003
-
08003
.
Mason D, Lucini B, Piai M, Rinaldi E, Vadacchino D
(
2022
)
.
The density of states method in Yang-Mills theories and first order phase transitions
.
EPJ Web Conf.
vol.
274
,
08007
-
08007
.
Bonanno C, D’Elia M, Lucini B, Vadacchino D
(
2022
)
.
Towards glueball masses of large-N SU(N) pure-gauge theories without topological freezing
.
Phys. Lett. B
vol.
833
,
137281
-
137281
.
Gibson F, Fabbro R, Rahat A, Torsney-Weir T, Archambault D, Gravenor M, Lucini B
(
2021
)
.
An interactive tool for enhancing hospital capacity predictions using an epidemiological model
.
Conference:
Proceedings of the Genetic and Evolutionary Computation Conference Companion55
-
56
.
Dwivedi YK, Hughes L, Ismagilova E, Aarts G, Coombs C, Crick T, Duan Y, Dwivedi R et al.
(
2021
)
.
Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy
.
International Journal of Information Management
vol.
57
,
Bachtis D, Aarts G, Lucini B
(
2021
)
.
Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration
.
Phys. Rev. Res.
vol.
3
,
Article
1
,
013134
-
013134
.
Cossu G, Lancastera D, Lucini B, Pellegrini R, Rago A
(
2021
)
.
Ergodic sampling of the topological charge using the density of states
.
Eur. Phys. J. C
vol.
81
,
Article
4
,
375
-
375
.
Bennett E, Holligan J, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2021
)
.
Glueballs and strings in $Sp(2N)$ Yang-Mills theories
.
Phys. Rev. D
vol.
103
,
Article
5
,
054509
-
054509
.
Athenodorou A, Bennett E, Bergner G, Lucini B
(
2021
)
.
Investigating the conformal behavior of SU(2) with one adjoint Dirac flavor
.
Phys. Rev. D
vol.
104
,
Article
7
,
074519
-
074519
.
Bachtis D, Aarts G, Lucini B
(
2021
)
.
Quantum field-theoretic machine learning
.
Phys. Rev. D
vol.
103
,
Article
7
,
074510
-
074510
.
Wells K, Lurgi M, Collins B, Lucini B, Kao RR, Lloyd AL, Frost SDW, Gravenor MB
(
2020
)
.
Disease control across urban–rural gradients
.
Journal of The Royal Society Interface
vol.
17
,
(
173
)
Lyons J, Akbari A, Torabi F, Davies GI, North L, Griffiths R, Bailey R, Hollinghurst J et al.
(
2020
)
.
Understanding and responding to COVID-19 in Wales: protocol for a privacy-protecting data platform for enhanced epidemiology and evaluation of interventions
.
BMJ Open
vol.
10
,
(
10
)
Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Mesiti M, Piai M, Rantaharju J et al.
(
2020
)
.
$Sp(4)$ gauge theories on the lattice: quenched fundamental and antisymmetric fermions
.
Phys. Rev. D
vol.
101
,
Article
7
,
074516
-
074516
.
Bennett E, Holligan J, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2020
)
.
Color dependence of tensor and scalar glueball masses in Yang-Mills theories
.
Phys. Rev. D
vol.
102
,
Article
1
,
011501
-
011501
.
Francesconi O, Holzmann M, Lucini B, Rago A
(
2020
)
.
Density of State Method for Complex Action Systems
.
Acta Phys. Polon. Supp.
vol.
13
,
121
-
126
.
Bachtis D, Aarts G, Lucini B
(
2020
)
.
Extending machine learning classification capabilities with histogram reweighting
.
Phys. Rev. E
vol.
102
,
Article
3
,
033303
-
033303
.
Francesconi O, Holzmann M, Lucini B, Rago A
(
2020
)
.
Free energy of the self-interacting relativistic lattice Bose gas at finite density
.
Phys. Rev. D
vol.
101
,
Article
1
,
014504
-
014504
.
Bachtis D, Aarts G, Lucini B
(
2020
)
.
Mapping distinct phase transitions to a neural network
.
Phys. Rev. E
vol.
102
,
Article
5
,
053306
-
053306
.
Holligan J, Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2019
)
.
$Sp(2N)$ Yang-Mills towards large $N$
.
PoS
vol.
LATTICE2019
,
177
-
177
.
Francesconi O, Holzmann M, Lucini B, Rago A, Rantaharju J
(
2019
)
.
Computing general observables in lattice models with complex actions
.
PoS
vol.
LATTICE2019
,
200
-
200
.
Giannetti C, Lucini B, Vadacchino D
(
2019
)
.
Machine Learning as a universal tool for quantitative investigations of phase transitions
.
Nucl. Phys. B
vol.
944
,
114639
-
114639
.
Lee J-W, Hong DK, Lin C-JD, Lucini B, Piai M, Vadacchino D, Bennett E
(
2019
)
.
Meson spectrum of Sp(4) lattice gauge theory with two fundamental Dirac fermions
.
PoS
vol.
LATTICE2019
,
054
-
054
.
Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2019
)
.
Sp(4) gauge theories on the lattice: $N_f=2$ dynamical fundamental fermions
.
JHEP
vol.
12
,
053
-
053
.
Lucini B, Francesconi O, Holzmann M, Rago A
(
2019
)
.
The density of state approach to the sign problem
.
PoS
vol.
Confinement2018
,
051
-
051
.
Cossu G, Lucini B, Pellegrini R, Rago A
(
2018
)
.
Ergodicity of the LLR method for the Density of States
.
EPJ Web Conf.
vol.
175
,
02005
-
02005
.
Hansen M, Lucini B, Patella A, Tantalo N
(
2018
)
.
Gauge invariant determination of charged hadron masses
.
JHEP
vol.
05
,
146
-
146
.
Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2018
)
.
Higgs compositeness in Sp(2N) gauge theories – Determining the low-energy constants with lattice calculations
.
EPJ Web Conf.
vol.
175
,
08011
-
08011
.
Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2018
)
.
Higgs compositeness in Sp(2N) gauge theories — Resymplecticisation, scale setting and topology
.
EPJ Web Conf.
vol.
175
,
08012
-
08012
.
Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2018
)
.
Higgs compositeness in Sp(2N) gauge theories — The pure gauge model
.
EPJ Web Conf.
vol.
175
,
08013
-
08013
.
Lee J-W, Bennett E, Hong DK, Lin CJD, Lucini B, Piai M, Vadacchino D
(
2018
)
.
Progress in the lattice simulations of Sp(2$N$) gauge theories
.
PoS
vol.
LATTICE2018
,
192
-
192
.
Athenodorou A, Bennett E, Bergner G, Lucini B
(
2018
)
.
Recent Results from SU(2) with One Adjoint Dirac Fermion
.
Proceedings, Sakata Memorial KMI Workshop on Origin of Mass and Strong Coupling Gauge Theories (SCGT15): Nagoya, Japan, March 3-6, 2015
,
Editors:
Aoki, Y, Maskawa, T, Nojiri, S, Tanabashi, M et al.
,
WSP
Hansen M, Lucini B, Patella A, Tantalo N
(
2018
)
.
Simulations of QCD and QED with C* boundary conditions
.
EPJ Web Conf.
vol.
175
,
09001
-
09001
.
Bennett E, Hong DK, Lee J-W, Lin C-JD, Lucini B, Piai M, Vadacchino D
(
2018
)
.
Sp(4) gauge theory on the lattice: towards SU(4)/Sp(4) composite Higgs (and beyond)
.
JHEP
vol.
03
,
185
-
185
.
Hong DK, Lee J-W, Lucini B, Piai M, Vadacchino D
(
2017
)
.
Casimir scaling and Yang–Mills glueballs
.
Phys. Lett. B
vol.
775
,
89
-
93
.
Pellegrini R, Lucini B, Rago A, Vadacchino D
(
2017
)
.
Computing the density of states with the global Hybrid Monte Carlo
.
PoS
vol.
LATTICE2016
,
276
-
276
.
Athenodorou A, Bennett E, Bergner G, Elander D, Lin C-JD, Lucini B, Piai M
(
2017
)
.
Large mass hierarchies from strongly-coupled dynamics
.
PoS
vol.
LATTICE2016
,
232
-
232
.
Athenodorou A, Bennett E, Bergner G, Lucini B
(
2017
)
.
Recent results from SU(2) with one adjoint Dirac fermion
.
Int. J. Mod. Phys. A
vol.
32
,
Article
35
,
1747006
-
1747006
.
Lee J-W, Lucini B, Piai M
(
2017
)
.
Symmetry restoration at high-temperature in two-color and two-flavor lattice gauge theories
.
JHEP
vol.
04
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The Phase diagram of the three dimensional Thirring model
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A Disorder parameter for dual superconductivity in gauge theories
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