Parameter evaluation for a statistical mechanical model for binary choice with social interaction

AA Opoku, G Osabutey, C Kwofie - Journal of Probability and …, 2019 - Wiley Online Library
In this paper we use a statistical mechanical model as a paradigm for educational choices
when the reference population is partitioned according to the socioeconomic attributes of …

Influencing dynamics on social networks without knowledge of network microstructure

M Garrod, NS Jones - Journal of the Royal Society …, 2021 - royalsocietypublishing.org
Social network-based information campaigns can be used for promoting beneficial health
behaviours and mitigating polarization (eg regarding climate change or vaccines). Network …

Inverse problem for the quartic mean-field Ising model

RK Ansah, RK Boadi, W Obeng-Denteh… - The European Physical …, 2023 - Springer
This paper presents a thorough examination of the thermodynamic limit of the pressure
function for the mean-field Ising model with four-body interaction. By utilizing a standard …

[HTML][HTML] Numerical simulations of AI–human interaction using quintic mean-field Ising model

RK Ansah, P Ablordeppey, RK Boadi, K Tawiah - AIP Advances, 2024 - pubs.aip.org
The growing role of artificial intelligence (AI) in our society presents both benefits and
challenges. To delve deeper into this, we suggest a simulation model that mimics a human …

A statistical mechanics approach to the study of energy use behaviour

G Osabutey, AA Opoku, S Gyamfi - Journal of applied …, 2020 - Wiley Online Library
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 …

Phase properties of the mean-field Ising model with three-spin interaction

G Osabutey - Journal of Mathematical Physics, 2024 - pubs.aip.org
The equilibrium and phase properties of the Ising model with three-spin interaction and an
external field are studied within the framework of mean-field approximation. 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 …

Introduction to the Glauber dynamics for the Curie-Weiss Potts model

P Tschisgale - 2020 - publishup.uni-potsdam.de
This thesis aims at presenting in an organized fashion the required basics to understand the
Glauber dynamics as a way of simulating configurations according to the Gibbs distribution …

[PDF][PDF] Influence and Ensemble Variability in Unobserved Networks

M Garrod - 2020 - core.ac.uk
Many complex systems can be represented as graphs or networks. In numerous
applications it is not possible or desirable to observe the entire network structure. We might …

[PDF][PDF] Research Article A Statistical Mechanics Approach to the Study of Energy Use Behaviour

G Osabutey, AA Opoku, S Gyamfi - 2020 - academia.edu
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 …