Exploració per altres contribucions "Massignan, Pietro Alberto"
Ara es mostren els items 1-7 de 7
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Detection of quantum phase transitions via machine learning algorithms
(Universitat Politècnica de Catalunya, 2019-08-31)
Projecte Final de Màster Oficial
Accés obertA Neural Network is trained to classify Mott Insulator and Superfluid phases in an optical lattice using data generated with Diffusion Monte Carlo algorithms (DMC). The trained model is used to predict the phase transition ... -
Disorder and localization in ultracold quantum gases
(Universitat Politècnica de Catalunya, 2020-10-22)
Projecte Final de Màster Oficial
Accés obertIn this work we study Anderson localization of quantum states in different kind of disordered media. First we apply the recently-developed theory of \textit{landscape localization} pioneered by Filoche and Mayboroda, giving ... -
Dynamics of quantum mixtures
(Universitat Politècnica de Catalunya, 2021-09-08)
Tesi
Accés obertAt sufficiently low temperatures, fluids of bosonic particles may undergo a phase transition, below which a Bose-Einstein condensate (BEC) forms. The BEC is one of the most fundamental concepts in many-body quantum physics ... -
Machine learning on deep neural networks and object tracking applied to motion of airplanes
(Universitat Politècnica de Catalunya, 2020-09-14)
Treball Final de Grau
Accés obertThe aim of this project is to understand the concepts underlying machine learning and how to implement those. To achieve this purpose, an exhaustive study of the origins of this technology has been made, describing the ... -
Potential flow of perfect fluids on complex surfaces
(Universitat Politècnica de Catalunya, 2018-07-11)
Treball Final de Grau
Accés obertThis document studies the behavior of perfect fluids when passing around different surfaces that have been historically used for the design of wing profiles. In addition to that, some fluid potentials are represented over ... -
Simulaciones clásicas de dinámica en sistemas unidimensionales con diferentes tipos de interacción
(Universitat Politècnica de Catalunya, 2022-06-22)
Treball Final de Grau
Accés obertLa relajación violenta es un proceso que ocurre en sistemas con interacciones de núcleo blando u duro (sistemas clásicos). Tiene una característica peculiar de amplificar dramáticamente pequeñas perturbaciones, lo que lleva ... -
Towards a quantum simulator emulating the electron-phonon interaction
(Universitat Politècnica de Catalunya, 2023-09)
Projecte Final de Màster Oficial
Accés obert
Realitzat a/amb: Institut de Ciències Fotòniques (ICFO)The interaction between electrons and phonons lies behind a plethora of exotic physical phenomena, from Mott insulators and ferromagnetism to superconductivity. This interaction is really complex, and classical simulation ...