BQMC | People

Ferran Mazzanti

tel: +34 93 4016967
fax: +34 93 4017100
email: ferran.mazzantiupc.edu
office: B5-208
Home

Download list of papers

[1] Ariadna Tohà-Dalmau, Josep Rosinés-Fonoll, Enrique Romero, Ferran Mazzanti, Ruben Martin-Pinardel, Sonia Marias-Perez, Carolina Bernal-Morales, Rafael Castro-Dominguez, Andrea Mendez, Emilio Ortega, Irene Vinagre, Marga Gimenez, Alfredo Vellido, Javier Zarranz-Ventura,
Machine Learning Prediction of Cardiovascular Risk in Type 1 Diabetes Mellitus Using Radiomics Features from Multimodal Retinal Images,
Ophthalmology science , 100874 (2025) [journal]
.bib CVN

[2] Arnau Prat Pou, Enrique Romero, Jordi Martí, Ferran Mazzanti,
Mean field initialization of the annealed importance sampling algorithm for an efficient evaluation of the partition function using restricted boltzmann machines,
Entropy 27, 171 (2025) [journal] [arXiv]
.bib CVN

[3] Edgar Alvarez-Galera, Daniel Laria, Ferran Mazzanti, Lluis Batet, Jordi Marti,
Henrys constant of helium in liquid lead-lithium alloys,
Journal of Molecular Liquids 432, 127719 (2025) [journal]
.bib CVN

[4] Edgar Álvarez-Galera, Jordi Martí, Ferran Mazzanti, Lluís Batet,
Nucleation of helium in pure liquid lithium,
The Journal of Chemical Physics 159, 024501 (2025) [journal]
.bib CVN

[5] J. Sánchez-Baena, G. Pascual, R. Bombín, F. Mazzanti, J. Boronat,
Thermal behavior of Bose-Einstein condensates of polar molecules,
Phys. Rev. Research 7, 033080 (2025) [journal] [arXiv]
.bib CVN

[6] Jon Garí, Enrique Romero, Ferran Mazzanti,
Learning restricted Boltzmann machines with pattern induced weights,
Neurocomputing 610, 128469 (2025) [journal]
.bib CVN

[7] R. Bombín, J. Boronat, F. Mazzanti, J. Sánchez-Baena,
Creating and melting a supersolid by heating a quantum dipolar system,
Phys. Rev. Lett. 135, 173401 (2025) [journal] [arXiv]
.bib CVN

[8] T. Langen, J. Boronat, J. Sánchez-Baena, R. Bombín, T. Karman, F. Mazzanti,
Dipolar droplets of strongly interacting molecules,
Phys. Rev. Lett. 134, 053001 (2025) [arXiv]
.bib CVN

[9] J. Sánchez-Baena, L. A. Peña-Ardila, G. E. Astrakharchik, F. Mazzanti,
Universal properties of dipolar Bose polarons in two dimensions,
Phys. Rev. A 110, 023317 (2024) [journal] [arXiv]
.bib CVN

[10] R Bombin, F Mazzanti, J Boronat,
Off-diagonal long-range order in arrays of dipolar droplets,
New J. Phys 26, 013052 (2024) [journal] [arXiv]
.bib CVN

[11] Raúl Bombín, Viktor Cikojević, Ferran Mazzanti, and Jordi Boronat,
Quantum-Monte-Carlo-based functional for dysprosium dipolar systems,
Phys. Rev. A 109, 033312 (2024) [journal] [arXiv]
.bib CVN

[12] Clemens Staudinger, Diana Hufnagl, Ferran Mazzanti, Robert E Zillich,
Striped dilute liquid of dipolar bosons in two dimensions,
Physical Review A 108, 033303 (2023) [journal]
.bib CVN

[13] R Bombín, V Cikojević, F Mazzanti, J Boronat,
Quantum Monte Carlo based density functional for Dysprosium dipolar system,
Physical Review A 109, 033312 (2023) [journal] [arXiv]
.bib CVN

[14] J. Martí, F. Mazzanti, G. E. Astrakharchik, L. Batet, L. Portos-Amill, B. Pedreño,
Nucleation of Helium in Liquid Lithium at 843 K and High Pressures,
Materials 15, 2866 (2022) [journal] [arXiv]
.bib CVN

[15] J. Sánchez-Baena, L. Peña Ardila, G. Astrakharchik, F Mazzanti,
Universal Properties of Anisotropic Dipolar Bosons in Two Dimensions,
SciPost Phys. 13, 031 (2022) [journal] [arXiv]
.bib CVN

[16] Mathias Gartner, Ferran Mazzanti, Robert E. Zillich,
Time-dependent variational Monte Carlo study of the dynamic response of bosons in an optical lattice,
SciPost Phys. 13, 025 (2022) [journal] [arXiv]
.bib CVN

[17] Mathias Gartner, Ferran Mazzanti, Robert Zillich,
Time-dependent variational Monte Carlo study of the dynamic response of bosons in an optical lattice,
SciPost Physics 13, 025 (2022) [journal] [arXiv]
.bib CVN

[18] J. Sánchez-Baena, J. Boronat, F. Mazzanti,
Supersolid stripe droplets in a Raman spin-orbit-coupled system,
Phys. Rev. A 102, 053308 (2020) [journal] [arXiv]
.bib CVN

[19] J. Sánchez-Baena, J. Boronat, F. Mazzanti,
Supersolid stripes enhanced by correlations in a Raman spìn-orbit-coupled system,
Phys. Rev. A 101, 043602 (2020) [journal]
.bib CVN

[20] R. Bombín, F. Mazzanti, J. Boronat,
Reply to “Comment on ‘Berezinskii-Kosterlitz-Thouless transition in two-dimensional dipolar stripes’ “,
Phys. Rev. A 102, 047302 (2020) [journal] [arXiv]
.bib CVN

[21] Enrique Romero, Ferran Mazzanti, Jordi Delgado, David Buchaca,
Weighted contrastive divergence,
Neural Networks 114, 147-156 (2019) [journal] [arXiv]
.bib CVN

[22] Fabian Böttcher, Matthias Wenzel, Jan-Niklas Schmidt, Mingyang Guo, Tim Langen, Igor Ferrier-Barbut, Tilman Pfau, Raúl Bombín, Joan Sánchez-Baena, Jordi Boronat, Ferran Mazzanti,
Dilute dipolar quantum droplets beyond the extended Gross-Pitaevskii equation,
Phys. Rev. Research 1, 033088 (2019) [journal] [arXiv]
.bib CVN

[23] M. C. Gordillo, F. Mazzanti, J. Boronat,
One-dimensional harmonically confined SU(N) fermions,
Phys. Rev. A 100, 023603 (2019)
.bib CVN

[24] R. Bombín, F. Mazzanti, J. Boronat,
Berezinskii-Kosterlitz-Thouless transition in two-dimensional dipolar stripes,
Phys. Rev. A 100, 063614 (2019)
.bib CVN

[25] Raúl Bombín, Tommaso Comparin, Gianluca Bertaina, Ferran Mazzanti, Stefano Giorgini, Jordi Boronat,
Two-dimensional repulsive Fermi polarons with short and long-range interactions,
Phys. Rev. A 100, 023608 (2019) [journal] [arXiv]
.bib CVN

[26] Tommaso Comparin, Raul Bombin, Markus Holzmann, Ferran Mazzanti, Jordi Boronat, Stefano Giorgini,
Two-dimensional Mixture of Dipolar Fermions: Equation of State and Magnetic Phases,
Phys. Rev. A 99, 043609 (2019) [journal] [arXiv]
.bib CVN

[27] J. Sánchez-Baena, F. Mazzanti, J. Boronat,
Few trapped quantum dipoles: quantum versus classical structures,
New Journal of Physics 20, 013038 (2018)
.bib CVN

[28] J. Sánchez-Baena, J. Boronat, F. Mazzanti,
Diffusion Monte Carlo methods for spin-orbit-coupled ultracold Bose gases,
Phys. Rev. A 98, 053632 (2018) [journal] [arXiv]
.bib CVN

[29] Enrique Romero Merino, Ferran Mazzanti Castrillejo, Jordi Delgado Pin,
Neighborhood-Based Stopping Criterion for Contrastive Divergence,
IEEE TNNLS PP, 1 (2017) [journal]
.bib CVN

[30] Grigory E. Astrakharchik, Konstantin V. Krutitsky, Maciej Lewenstein, Ferran Mazzanti, Jordi Boronat,
Optical lattices as a tool to study defect-induced superfluidity,
Phys. Rev. A 96, 033606 (2017) [journal]
.bib CVN

[31] R. Bombin, J. Boronat, and F. Mazzanti,
Dipolar Bose Supersolid Stripes,
Phys. Rev. Lett. 119, 250402 (2017) [journal]
.bib CVN

[32] A. Macia, J. Sánchez-Baena, J. Boronat, F. Mazzanti,
Droplets of trapped quantum dipolar bosons,
Phys. Rev. Lett. 117, 205301 (2016) [journal]
.bib CVN

[33] G. E. Astrakharchik, R. E. Zillich, F. Mazzanti, J. Boronat,
Gapped spectrum in pair-superfluid bosons,
Phys. Rev. A 94, 063630 (2016)
.bib CVN

[34] Grigory E. Astrakharchik, Konstantin V. Krutitsky, Maciej Lewenstein, Ferran Mazzanti,
One-dimensional Bose gas in optical lattices of arbitrary strength,
Phys. Rev. A 93, 021605(R) (2016) [journal]
.bib CVN

[35] R. Rota, J. Casulleras, F. Mazzanti, J. Boronat,
Quantum Monte Carlo estimation of complex-time correlations for the study of the ground-state dynamic structure function,
Journal of Chemical Physics 142, 114114 (2015) [journal]
.bib CVN

[36] A. Macia, G. E. Astrakharchik, F. Mazzanti, S. Giorgini, J. Boronat,
Single-particle versus pair superfluidity in a bilayer system of dipolar bosons,
Phys. Rev. A 90, 043623 (2014) [journal]
.bib CVN

[37] A. Macia, J. Boronat, F. Mazzanti,
Phase diagram of dipolar bosons in 2D with tilted polarization,
Phys. Rev. A 90, 061601(R)/ (2014) [journal]
.bib CVN

[38] A. Macia, D. Hufnagl, F. Mazzanti, J. Boronat, R. Zillich,
Excitations and stripe phase formation in a two-dimensional dipolar Bose gas with tilted polarization,
Phys. Rev. Lett. 109, 235307 (2012)
.bib CVN

[39] A. Macia, F. Mazzanti, J. Boronat,
Ground state properties and excitation spectrum of a two dimensional gas of bosonic dipoles,
European Physical Journal D 66, 301 (2012)
.bib CVN

[40] F. Arias de Saavedra, F. Mazzanti, J. Boronat, A. Polls,
Ferromagnetic transition of a two-component Fermi gas of hard spheres,
Phys. Rev. A 85, 033615 (2012)
.bib CVN

[41] O. N. Osychenko, G. E. Astrakharchik, F. Mazzanti, and J. Boronat,
Zero-temperature phase diagram of Yukawa bosons,
Phys. Rev. A 85, 063604 (2012) [journal]
.bib CVN

[42] R. Sarjonen, M. Saarela, F. Mazzanti,
The effective two-particle interaction of cold atoms as derived from bragg scattering,
J. Low. Temp. Phys. 169, 400 - 422 (2012)
.bib CVN

[43] A. Macia, F. Mazzanti, J. Boronat, R. Zillich,
Microscopic description of anisotropic low-density dipolar Bose gases in two dimensions,
Phys. Rev. A 84, 033625 (2011)
.bib CVN

[44] R. Sarjonen, M. Saarela, F. Mazzanti,
Scaling of the interaction in BECs at large scattering lengths,
European physical journal D 65, 25 (2011)
.bib CVN

[45] R. Sarjonen, M. Saarela, F. Mazzanti,
Elementary excitations and universal interaction in Bose-Einstein condensates at large scattering lengths,
Phys. Rev. A 84, 041602 (2011)
.bib CVN

[46] G. E. Astrakharchik, J. Boronat, I. L. Kurbakov, Yu. E. Lozovik, and F. Mazzanti,
Low-dimensional weakly interacting Bose gases: Nonuniversal equations of state,
Phys. Rev. A 81, 013612 (2010) [journal]
.bib CVN

[47] R. Rota, J. Casulleras, F. Mazzanti, J. Boronat,
High-order time expansion path integral ground state,
Phys. Rev. E 81, 016707 (2010)
.bib CVN

[48] M. Saarela, F. Mazzanti,
Dynamic Structure Function of quantum Bose systems: condensate fraction and momentum distribution,
Cond. Matt. Theor. 23, 4327-4337 (2009)
.bib CVN

[49] E. Farguell, F. Mazzanti, E. GÃ³mez-RamÃrez,
Boltzmann machine reduction by high order decimation,
IEEE Trans. on Neu. Net 19, 1816 (2008)
.bib CVN

[50] F. Mazzanti, G. E. Astrakharchik, J. Boronat, and J. Casulleras,
Off-diagonal ground-state properties of a one-dimensional gas of Fermi hard rods,
Phys. Rev. A 77, 043632 (2008) [journal]
.bib CVN

[51] F. Mazzanti, G.E. Astrakharchik, J. Boronat, and J. Casulleras,
Ground-state properties of a one-dimensional system of Hard Rods,
Phys. Rev. Lett. 100, 020401 (2008) [journal]
.bib CVN

[52] F. Mazzanti, G.E. Astrakharchik, J. Boronat, and J. Casulleras,
Static properties of a system of Bose hard rods in one-dimension,
Proceedings of the Fourteenth International Conference, edited J. Boronat, G. E. Astrakharchik and F. Mazzanti (World Scientific, Singapore) , 116 (2008) [journal]
.bib CVN

[53] M. Saarela, F. Mazzanti, V. Apaja,
Dynamic Structure Function of quantum Bose systems: condensate fraction and momentum distribution,
Int. J. Mod. Phys. 22, 4327 (2008)
.bib CVN

[54] M. Saarela, F. Mazzanti, V. Apaja,
Condensate fraction in the dynamic structure function of Bose fluids,
Int. J. Mod. Phys. B 21, 2169 (2007)
.bib CVN

[55] F.Mazzanti, M.Saarela, V.Apaja,
Variational Description of a Weakly Interacting Bose Gas in 3 Dimensions,
Int. J. Mod. Phys. B 20, 5061 (2006)
.bib CVN

[56] F.Mazzanti, A.Polls, A.Fabrocini,
Energy and Structure of Hard-Sphere Bose Gases in Three and Two Dimensions,
J. Low. Temp. Phys. 138, 735-740 (2005)
.bib CVN

[57] F.Mazzanti, A.Polls, A.Fabrocini,
Ground-State Properties of a Dilute Homogeneous Bose Gas of Hard Disks in Two Dimensions,
Phys. Rev. A 71, 033615 (2005)
.bib CVN

[58] F. Mazzanti, A. Polls, J. Boronat, J. Casulleras,
High momentum response of liquid 3He,
Phys. Rev. Lett. 92, 085301 (2004)
.bib CVN

[59] F. Mazzanti, J. Boronat, A. Polls,
High momentum response of liquid 3He,
Condensed Matter Theories 18, 491 (2003)
.bib CVN

[60] F.Mazzanti, A.Polls, A.Fabrocini,
Energy and Structure of Dilute Hard- and Soft-Sphere Gases,
Phys. Rev. A 67, 063615 (2003)
.bib CVN

[61] E.Sola, A.Polls, F.Mazzanti,
Dynamic Susceptibility of the Free Fermi Gas in 2D,
J. Low. Temp. Phys. 127, 29-49 (2002)
.bib CVN

[62] J. Mur-Petit, A. Polls, F. Mazzanti,
The Variational principle and Simple properties of the Ground-State Wave Function,
Am. J. Phys. 70, 808 (2002)
.bib CVN

[63] F. Mazzanti, A. Polls, J. Boronat,
High-momentum dynamic structure function of liquid 3He-4He mixtures: a microscopic approach,
Phys. Rev. B 63, 054521-1â€” (2001)
.bib CVN

[64] F.Mazzanti, A.Polls,
Finite Temperature Dynamic Susceptibility of the Free Bose Gas,
Phys. Lett. A 283, 136-145 (2001)
.bib CVN

[65] F. Mazzanti, A. Polls, J. Boronat,
High momentum response of helium mixtures,
Condensed Matter Theories 14, 427-436 (2000)
.bib CVN

[66] F.Mazzanti,
Final State Effects in the high q Response of 3He-4He Mixtures,
Phys. Lett. A 270, 204-213 (2000)
.bib CVN

[67] A.S. Rinat, M.F.Taragin, F.Mazzanti, A.Polls,
Large-q Neutron Inclussive-Scattering Data from Liquid 4He,
Phys. Rev. B 57, 5347-5357 (1998)
.bib CVN

[68] A.Fabrocini, F.Mazzanti, A.Polls, L.Vich,
A Microscopi Study of the Dynamics of 3He-4He Mixtures,
Czech. J. Phys. 46, 305 (1996)
.bib CVN

[69] F. Mazzanti, A. Polls, J. Boronat,
Coherent and incoherent dynamic structure functions of the free Fermi gas,
Physics Letters A 220, 251-257 (1996)
.bib CVN

[70] F. Mazzanti, J. Boronat, A. Polls,
Final-state effects on superfluid 4He in the deep inelastic regime,
Phys. Rev. B 53, 5661-5669 (1996)
.bib CVN

[71] A. Polls, F. Mazzanti, J. Boronat, F. Dalfovo, A. Fabrocini,
Dynamic structure function of 3He-4He mixtures in the deep inelastic regime,
Recent Progress in Many-Body Theories, ed. E. Schachinger et al., Plenum Press, New York , 101 (1995)
.bib CVN

[72] J. Boronat, F. Dalfovo, F. Mazzanti, A. Polls,
Dynamic structure function in 3He-4He mixtures,
Physica B 194 & 196, 859-860 (1994)
.bib CVN

[73] J. Boronat, F. Dalfovo, F. Mazzanti, A. Polls,
Dynamic structure function in 3He-4He mixtures,
Phys. Rev. B 48, 7409-7418 (1993)
.bib CVN