Human-AI ecosystem with abrupt changes as a function of the composition
The progressive advent of artificial intelligence machines may represent both an opportunity
or a threat. In order to have an idea of what is coming we propose a model that simulate a …
or a threat. In order to have an idea of what is coming we propose a model that simulate a …
Limit theorems for the cubic mean-field Ising model
We study a mean-field spin model with three-and two-body interactions. The equilibrium
measure for large volumes is shown to have three pure states, the phases of the model …
measure for large volumes is shown to have three pure states, the phases of the model …
Inverse problem beyond two-body interaction: The cubic mean-field Ising model
In this paper, we solve the inverse problem for the cubic mean-field Ising model. Starting
from configuration data generated according to the distribution of the model, we reconstruct …
from configuration data generated according to the distribution of the model, we reconstruct …
The relationship between anaemia and the use of treated bed nets among pregnant and non-pregnant women in Ghana
Studies have indicated that the risk of malaria, particularly its association with anaemia in
pregnant women, increases when treated bed nets are not used. This paper utilizes a …
pregnant women, increases when treated bed nets are not used. This paper utilizes a …
Mathematical modelling of decision making: the case of motor insurance choices
This paper employs a statistical mechanical model as a framework to investigate how
socioeconomic factors of individuals such as gender and place of residence influence their …
socioeconomic factors of individuals such as gender and place of residence influence their …
The Effect of Sociodemographic Factors on Female Educational Attainment: An Application of the Multipopulation Curie–Weiss Model
In recent times, there have been a lot of advocacies to encourage females of all ages to
pursue education to the highest level. The Government of Ghana and its stakeholders have …
pursue education to the highest level. The Government of Ghana and its stakeholders have …
Influencing dynamics on social networks without knowledge of network microstructure
Social network-based information campaigns can be used for promoting beneficial health
behaviours and mitigating polarization (eg regarding climate change or vaccines). Network …
behaviours and mitigating polarization (eg regarding climate change or vaccines). Network …
Bayesian Inverse Ising Problem with Three-body Interactions
In this paper, we solve the inverse Ising problem with three-body interaction. Using the mean-
field approximation, we find a tractable expansion of the normalizing constant. This …
field approximation, we find a tractable expansion of the normalizing constant. This …
A statistical mechanics approach to the study of energy use behaviour
This paper proposes a statistical mechanical model for the energy conservation behaviour of
energy users. The model was inspired by the multipopulation Curie‐Weiss model and the …
energy users. The model was inspired by the multipopulation Curie‐Weiss model and the …
Beyond pairwise interaction: the cubic mean-field Ising model
G Osabutey - 2024 - amsdottorato.unibo.it
The system under consideration comprises Ising spins, a homogeneous magnetic field, and
a constant two-spin interaction, augmented by a constant three-spin interaction term …
a constant two-spin interaction, augmented by a constant three-spin interaction term …