De Amicis, Samuele
(2025)
Diagrammatic Monte Carlo for the Froehlich polaron in materials with anisotropic non-degenerate band extrema
non-degenerate band extrema.
[Laurea magistrale], Università di Bologna, Corso di Studio in
Physics [LM-DM270]
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Abstract
The polaron is a quasiparticle made of an electron and a cloud of phonons coupled to it through the electron-phonon interaction. This quasiparticle state is common at the bottom of the conduction band or at the top of the valence band (hole polaron) in ionic semiconductors and insulators such as III-V compounds (GaAs, GaP, AlAs) and oxides (BaO, CaO). In this thesis we will be focusing on the large polaron model, also known as the Froehlich polaron, which
assumes that the material can be modelled as a dielectric continuum. The main features of the Froehlich model will be discussed, including also a generalization for our more complex
case, and then the Many Body formalism will be explained together with the main aspects of the Monte Carlo method (introducing also Markov chains), in order to provide the theoretical basis for the Diagrammatic Monte Carlo method applied to the large polaron.
The simulations performed using Diagrammatic Monte Carlo were used to compute the ground state energy and polaron effective masses in the specific case of the conduction band of a range of cubic materials (AlAs, AlP, GaN, GaP, SiC, ZnSe) with parameters found using ab-initio methods.
The materials simulated had both isotropic and anisotropic conduction bands, a significant difference with respect to previously performed Diagrammatic Monte Carlo simulations, which were all based on an isotropic model for the electron band.
The results obtained are in agreement with previously computed values found in literature using different numerical methods and the obtained model can be used as a starting point for more complex simulations.
Abstract
The polaron is a quasiparticle made of an electron and a cloud of phonons coupled to it through the electron-phonon interaction. This quasiparticle state is common at the bottom of the conduction band or at the top of the valence band (hole polaron) in ionic semiconductors and insulators such as III-V compounds (GaAs, GaP, AlAs) and oxides (BaO, CaO). In this thesis we will be focusing on the large polaron model, also known as the Froehlich polaron, which
assumes that the material can be modelled as a dielectric continuum. The main features of the Froehlich model will be discussed, including also a generalization for our more complex
case, and then the Many Body formalism will be explained together with the main aspects of the Monte Carlo method (introducing also Markov chains), in order to provide the theoretical basis for the Diagrammatic Monte Carlo method applied to the large polaron.
The simulations performed using Diagrammatic Monte Carlo were used to compute the ground state energy and polaron effective masses in the specific case of the conduction band of a range of cubic materials (AlAs, AlP, GaN, GaP, SiC, ZnSe) with parameters found using ab-initio methods.
The materials simulated had both isotropic and anisotropic conduction bands, a significant difference with respect to previously performed Diagrammatic Monte Carlo simulations, which were all based on an isotropic model for the electron band.
The results obtained are in agreement with previously computed values found in literature using different numerical methods and the obtained model can be used as a starting point for more complex simulations.
Tipologia del documento
Tesi di laurea
(Laurea magistrale)
Autore della tesi
De Amicis, Samuele
Relatore della tesi
Correlatore della tesi
Scuola
Corso di studio
Indirizzo
MATERIALS PHYSICS AND NANOSCIENCE
Ordinamento Cds
DM270
Parole chiave
Froehlich polaron,Diagrammatic Monte Carlo,anisotropic band,cubic materials
Data di discussione della Tesi
29 Ottobre 2025
URI
Altri metadati
Tipologia del documento
Tesi di laurea
(NON SPECIFICATO)
Autore della tesi
De Amicis, Samuele
Relatore della tesi
Correlatore della tesi
Scuola
Corso di studio
Indirizzo
MATERIALS PHYSICS AND NANOSCIENCE
Ordinamento Cds
DM270
Parole chiave
Froehlich polaron,Diagrammatic Monte Carlo,anisotropic band,cubic materials
Data di discussione della Tesi
29 Ottobre 2025
URI
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