79 citations · 266 across the 27 of their papers we have counts for
17 papers · 1 filter
Systematic VQE Benchmarking of the Deuteron, Triton, and Helium-3 within Lattice Pionless Effective Field Theory
Pınar Çifci, Serkan Akkoyun, Lloyd Ronde
We investigate the performance of quantum algorithms for light nuclear systems by studying the deuteron (2H), triton (3H), and helium-3 (3He) nuclei within a lattice formulation of…
From Classical to Quantum Machine Learning: Different Approaches in Fission Barrier Height Estimation
Serkan Akkoyun, Cafer Mert Yeşilkanat, Paul Stevenson
The fission barrier energy is a fundamental property of nuclear structure that governs the stability of nuclei against fission, directly affecting their spontaneous fission half-li…
Predicting Beta Decay Energy with Machine Learning
Jose M. Munoz, Serkan Akkoyun, Zayda P. Reyes +1
represents one of the most important factors characterizing unstable nuclei, as it can lead to a better understanding of nuclei behavior and the origin of heavy atoms. Recent…
Neutron Single-particle States in 101Sn by Polynomial Fits and Shell Model Calculations for Light Sn Isotopes
Abderrahmane Yakhelef, Serkan Akkoyun
One of the main ingredients in nuclear structure studies using shell model are the single-particle energy (spe). In order to obtain these values accurately, experimental data is ne…
Artificial Intelligence Supported Shell-Model Calculations for Light Sn Isotopes
Serkan Akkoyun, Abderrahmane Yakhelef
The region around the doubly magic nuclide is very interesting for nuclear physics studies in terms of structure, reaction and nuclear astrophysics. The main ingredients…
Plasma shielding effects on nuclear spectra: Ne application
Serkan Akkoyun, M. Kemal Bahar
In this study, for the first time, in particular to astrophysics and fusion studies, how atomic nuclei embedded in the plasma environment are affected by plasma are systematically…
Investigation of Nuclear Structures of Ne Isotopes by Nuclear Shell Model
Serkan Akkoyun, Tuncay Bayram
One of the common methods used to investigate the nuclear structures of atomic nuclei is the nuclear shell model. Similar to the placement of atomic electrons into orbits, in the n…
Investigation of Nuclear Structures of Self-conjugate Zn, Ge, Se, Kr, Sr Nuclei
Serkan Akkoyun, Tuncay Bayram
Nuclear structures of the atomic nuclei can be theoretically investigated by using nuclear shell model. Generally, a doubly closed-shell nucleus has been considered as inert core a…
Determination of Photonuclear Reaction Cross-Sections on stable p-shell Nuclei by Using Deep Neural Networks
Serkan Akkoyun, Hüseyin Kaya, Abdulkadir Şeker +1
The photonuclear reactions which is induced by high-energetic photon are one of the important type of reactions in the nuclear structure studies. In this reaction, a target materia…
Estimations of Cross-Sections for Photonuclear Reaction on Calcium Isotopes by Artificial Neural Networks
S. Akkoyun, H. Kaya
The nuclear reaction induced by photon is one of the important tools in the investigation of atomic nuclei. In the reaction, a target material is bombarded by photons with high-ene…
First Excited 2+ Energy State Estimations of Even-even Nuclei by Using Artificial Neural Networks
S. Akkoyun, H. Kaya, Y. Torun
The first excited 2+ energy states of nuclei give many substantial information related to the nuclear structure. Including these levels, all excited states of nuclei are shown regu…
Improvement Studies of an Effective Interaction for N=Z sd-shell Nuclei by Neural Networks
Serkan Akkoyun, Nadjet Laouet, Fatima Benrachi
The nuclear shell model is one of the successful models in theoretical understanding of nuclear structure. If a convenient effective interaction can be found between nucleons, vari…
Shell Model Calculations for Proton-rich Zn Isotopes via New Generated Effective Interaction by Artificial Neural Networks
Serkan Akkoyun
In this study, the artificial neural network method has been employed for the generation of the new two-body matrix elements which is used for pfg shell nuclei. For this purpose, j…
Ground-state properties of some N=Z medium mass heavy nuclei
Serkan Akkoyun, Tuncay Bayram, Şevki Şentürk
The ground-state properties of 64Ge, 68Se, 72Kr and 76Sr (N=Z) nuclei have been investigated by using Hartree-Fock-Bogolibov (HFB)method with Sly4 Skyrme forces and Relativistic Me…
Surface energy coefficient determination in global mass formula from fission barrier energy
Serkan Akkoyun, Tuncay Bayram
Semi-empirical mass formula of the atomic nucleus describe binding energies of the nuclei. In the simple form of this formula, there are five terms related to the properties of the…
Systematics on ground-state energies of nuclei within the neural networks
Tuncay Bayram, Serkan Akkoyun, S. Okan Kara
One of the fundamental ground-state properties of nuclei is binding energy. In this study, we have employed artificial neural networks (ANNs) to obtain binding energies based on th…
Empirical physical formula for potential energy curves of 38-66Ti isotopes by using neural networks
S. Akkoyun, T. Bayram, S. O. Kara +1
Nuclear shape transition has been actively studied in the past decade. In particular, the understanding of this phenomenon from a microscopic point of view is of great importance.…