activity
20222026
most citedApplication of multilayer perceptron with data augmentation in nuclear physics

17 citations · 17 across the 5 of their papers we have counts for

collaborators

5 papers

nucl-th2026

Universal relation between dipole polarizability of finite nuclei and neutron-star compactness

P. S. Koliogiannis, T. Ghosh, E. Yuksel +1

The nuclear equation of state, which determines the structure and properties of neutron stars, remains subject to substantial theoretical uncertainties, leading to model dependence…

nucl-th2025

Hot pygmy dipole strength in nickel isotopes

Amandeep Kaur, Esra Yüksel, Nils Paar

At finite temperatures, nuclear excitations are significantly modified, most notably through the emergence of additional low-energy dipole strength, which can critically impact ast…

nucl-th2025

Electric and magnetic -ray strength functions at finite-temperature

Amandeep Kaur, Esra Yüksel, Nils Paar

The -ray strength function (SF) is essential for understanding the electromagnetic response in atomic nuclei and modeling astrophysical neutron capture rates. We introduced a…

nucl-th2025

The -particle condensation in diluted at finite temperature

M. Davies, E. Yüksel, J. -P. Ebran +2

We investigate the effect of temperature on -particle clustering in the diluted nucleus using the multi-constrained finite-temperature relativistic Hartree-Bogol…

cs.LG2022★ 17 cited

Application of multilayer perceptron with data augmentation in nuclear physics

Hüseyin Bahtiyar, Derya Soydaner, Esra Yüksel

Neural networks have become popular in many fields of science since they serve as promising, reliable and powerful tools. In this work, we study the effect of data augmentation on…