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 the free parameters of the system. We test the robustness of this inversion procedure both in the region of uniqueness of the solutions and in the region where multiple thermodynamics phases are present.

Contucci, P., Osabutey, G., Vernia, C. (2023). Inverse problem beyond two-body interaction: The cubic mean-field Ising model. PHYSICAL REVIEW. E, 107(5), 1-10 [10.1103/PhysRevE.107.054124].

Inverse problem beyond two-body interaction: The cubic mean-field Ising model

Contucci, Pierluigi
Primo
;
Osabutey, Godwin
Secondo
;
Vernia, Cecilia
Ultimo
2023

Abstract

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 the free parameters of the system. We test the robustness of this inversion procedure both in the region of uniqueness of the solutions and in the region where multiple thermodynamics phases are present.
2023
Contucci, P., Osabutey, G., Vernia, C. (2023). Inverse problem beyond two-body interaction: The cubic mean-field Ising model. PHYSICAL REVIEW. E, 107(5), 1-10 [10.1103/PhysRevE.107.054124].
Contucci, Pierluigi; Osabutey, Godwin; Vernia, Cecilia
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/937033
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