Özge Çolakoğlu Havare
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Özge Çolakoğlu Havare has a total of 23 co-authors. Here are the top co-authors by number of shared publications:
Aisha Javed
1 shared publicationAlaa Altassan
Department of Mathematics, Faculty of Science, King Abdulaziz University, Jeddah, 24123, Saudi Arabia
1 shared publication- Ali Erhan Zalluhoğlu
EGE UNIVERSITY, FACULTY OF ECONOMICS AND ADMINISTRATIVE SCIENCES
1 shared publication - Ali Kemal Havare
Electric and Electronics Engineering, Photoelectronics Lab (PEL), Toros University, Mersin, Turkey
1 shared publication Amal S. Alali
1 shared publication- Ebenezer Bonyah
Department of Mathematics Education, Akenten Appiah Menka University of Skills Training and Entrepreneurial Development, Kumasi, Ghana
1 shared publication
Latest Publications
- Open Access
- 22 September 2026
- Published by Elsevier in Ain Shams Engineering Journal
- Vol. 17 (12)
Molecular descriptors and multi-criteria decision-making approaches in cancer drug design
- 22 September 2026
- Published by Elsevier in Ain Shams Engineering Journal
- Vol. 17 (12)
Open AccessMolecular descriptors and multi-criteria decision-making approaches in cancer drug design
- Open Access
- 18 June 2026
- Published by Springer Nature in Scientific Reports
- Vol. 16
Prediction of properties of some drugs used in the treatment of bipolar disorder via various Zagreb indices
Predicting physicochemical properties of chemical compounds in a cost-effective and non-experimental manner is of great importance. This is often achieved using topological indices derived from graph theory. Topological index is the numerical value obtained from the structural property of the graph obtained by modeling the chemical structure with graph theory. Bipolar disorder is a mental health condition characterized by mood swings, including manic/hypomanic and depressive episodes. In this study, various Zagreb topological indices based on vertex degree, edge degree, and eccentricity are calculated for graphs of drugs used in the treatment of bipolar disorder. Furthermore, QSPR (quantitative structure property relationship) models are developed to predict the boiling point, enthalpy of vaporization, flash point, molar refractivity and polarizability of these drugs. This study determines the version of the Zagreb indices that best predict the physicochemical properties of bipolar drugs and the corresponding model. The findings demonstrate the potential of using mathematical descriptors in designing and evaluating pharmaceutical compounds.
- 18 June 2026
- Published by Springer Nature in Scientific Reports
- Vol. 16
Open AccessPrediction of properties of some drugs used in the treatment of bipolar disorder via various Zagreb indices
Predicting physicochemical properties of chemical compounds in a cost-effective and non-experimental manner is of great importance. This is often achieved using topological indices derived from graph theory. Topological index is the numerical value obtained from the structural property of the graph obtained by modeling the chemical structure with graph theory. Bipolar disorder is a mental health condition characterized by mood swings, including manic/hypomanic and depressive episodes. In this study, various Zagreb topological indices based on vertex degree, edge degree, and eccentricity are calculated for graphs of drugs used in the treatment of bipolar disorder. Furthermore, QSPR (quantitative structure property relationship) models are developed to predict the boiling point, enthalpy of vaporization, flash point, molar refractivity and polarizability of these drugs. This study determines the version of the Zagreb indices that best predict the physicochemical properties of bipolar drugs and the corresponding model. The findings demonstrate the potential of using mathematical descriptors in designing and evaluating pharmaceutical compounds.
- Open Access
- 23 June 2025
- Published by University of Western Ontario, Western Libraries in Mathematics in Applied Sciences and Engineering
- Vol. 6 (4) , 321-335
Reformulated Zagreb indices of thorny graphs and algorithms
Molecular descriptors (graph indices) numerically describe the topologies of the chemicals. Graph indices are used to estimate certain properties of molecules. In this paper, reformulated first/second Zagreb indices for the thorny graph of any graph are obtained. Exact results are given for the reformulated Zagreb indices of thorny graphs of some special graphs. Reformulated Zagreb indices of the propyl ether imine (PETIM) dendrimers calculated and these indices are compared numerically. In addition, algorithms are designed to calculate the reformulated first/second Zagreb indices of graphs.
- 23 June 2025
- Published by University of Western Ontario, Western Libraries in Mathematics in Applied Sciences and Engineering
- Vol. 6 (4) , 321-335
Open AccessReformulated Zagreb indices of thorny graphs and algorithms
Molecular descriptors (graph indices) numerically describe the topologies of the chemicals. Graph indices are used to estimate certain properties of molecules. In this paper, reformulated first/second Zagreb indices for the thorny graph of any graph are obtained. Exact results are given for the reformulated Zagreb indices of thorny graphs of some special graphs. Reformulated Zagreb indices of the propyl ether imine (PETIM) dendrimers calculated and these indices are compared numerically. In addition, algorithms are designed to calculate the reformulated first/second Zagreb indices of graphs.
- 30 November 2024
- Published by Journal of Universal Mathematics in Journal of Universal Mathematics
TEMPERATURE INDICES OF WELL KNOWN DENDRIMER NETWORKS
Chemical graph theory is a branch of graph theory. In this field, molecules are modeled using graph theory and a mathematical approach is obtained. Thus, predictions can be made about the physical, chemical and bioactivity properties of molecules. In this study, temperature indices depending on the vertex degree are considered. Temperature indices of Polyamidoamine (PAMAM) dendrimers, Porphyrin core dendrimers are obtained and the results are compared numerically using the MATLAB program.
- 30 November 2024
- Published by Journal of Universal Mathematics in Journal of Universal Mathematics
TEMPERATURE INDICES OF WELL KNOWN DENDRIMER NETWORKS
Chemical graph theory is a branch of graph theory. In this field, molecules are modeled using graph theory and a mathematical approach is obtained. Thus, predictions can be made about the physical, chemical and bioactivity properties of molecules. In this study, temperature indices depending on the vertex degree are considered. Temperature indices of Polyamidoamine (PAMAM) dendrimers, Porphyrin core dendrimers are obtained and the results are compared numerically using the MATLAB program.
- 5 November 2024
- Published by Taylor & Francis in Polycyclic Aromatic Compounds
- Vol. 45 (5) , 793-809
A Comparative Study: Domination Parameters and Physico-Chemical Properties of Benzenoid Hydrocarbons
- 5 November 2024
- Published by Taylor & Francis in Polycyclic Aromatic Compounds
- Vol. 45 (5) , 793-809
A Comparative Study: Domination Parameters and Physico-Chemical Properties of Benzenoid Hydrocarbons
- Open Access
- 22 January 2024
- Published by Osmaniye Korkut Ata Universitesi in Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi
- Vol. 7 (1) , 33-45
Reformulated Zagreb Indices of Some Cycle-Related Graphs and Linear [n]-Phenylenes
Graph invariants (topological indices) are numerical values of graphs obtained from 2-dimensional (2-D) images of chemical structures. These invariants are used in the structure-property/activity studies to predict certain properties such as the enthalpy of vaporization, and stability of molecular structures. In this paper, reformulated Zagreb indices, which are edge-degree-based indices, are considered. First, the reformulated Zagreb indices for cycle-related graphs which are wheel, helm, gear, friendship, closed helm, flower, sun, and sunflower are computed. The values of the first and second reformulated Zagreb indices of cycle-related these graphs and also the values of reformulated Zagreb indices of graphs with the same edge cardinality among studied graphs are compared numerically with the MATLAB software program. Finally, reformulated first Zagreb index and reformulated second Zagreb index of linear [n]-phenylenes are calculated and these values are computed numerically.
- 22 January 2024
- Published by Osmaniye Korkut Ata Universitesi in Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi
- Vol. 7 (1) , 33-45
Open AccessReformulated Zagreb Indices of Some Cycle-Related Graphs and Linear [n]-Phenylenes
Graph invariants (topological indices) are numerical values of graphs obtained from 2-dimensional (2-D) images of chemical structures. These invariants are used in the structure-property/activity studies to predict certain properties such as the enthalpy of vaporization, and stability of molecular structures. In this paper, reformulated Zagreb indices, which are edge-degree-based indices, are considered. First, the reformulated Zagreb indices for cycle-related graphs which are wheel, helm, gear, friendship, closed helm, flower, sun, and sunflower are computed. The values of the first and second reformulated Zagreb indices of cycle-related these graphs and also the values of reformulated Zagreb indices of graphs with the same edge cardinality among studied graphs are compared numerically with the MATLAB software program. Finally, reformulated first Zagreb index and reformulated second Zagreb index of linear [n]-phenylenes are calculated and these values are computed numerically.
- Open Access
- 25 April 2023
- Published by Hindawi Limited in Journal of Mathematics
- Vol. 2023, 1-15
QSPR Study and Distance-Based New Topological Descriptors of Some Drugs Used in the COVID-19 Treatment
In chemistry and medical sciences, it is essential to study the chemical, biological, clinical, and therapeutic aspects of pharmaceuticals. To save time and money, mathematical chemistry focuses on topological indices used in quantitative structure-property relationship (QSPR) models to predict the properties of chemical structures. The COVID-19 pandemic is widely recognized as the greatest life-threatening crisis facing modern medicine. Scientists have tested various antiviral drugs available to treat COVID-19 disease, and some have found that they help get rid of this viral infection. Antiviral drugs such as Arbidol, chloroquine, hydroxychloroquine, lopinavir, remdesivir, ritonavir, thalidomide, and theaflavin are used to treat COVID-19. In this paper, reformulated leap Zagreb indices are introduced. Then, the reformulated leap Zagreb indices, leap eccentric connectivity indices, and reformulated Zagreb connectivity indices of these antiviral drugs are calculated. Curvilinear and multilinear regression models predicting the physicochemical properties of these antiviral drugs in terms of proposed indices are obtained and analyzed. The findings and models of this study will shed light on new drug discoveries for the treatment of COVID-19.
- 25 April 2023
- Published by Hindawi Limited in Journal of Mathematics
- Vol. 2023, 1-15
Open AccessQSPR Study and Distance-Based New Topological Descriptors of Some Drugs Used in the COVID-19 Treatment
In chemistry and medical sciences, it is essential to study the chemical, biological, clinical, and therapeutic aspects of pharmaceuticals. To save time and money, mathematical chemistry focuses on topological indices used in quantitative structure-property relationship (QSPR) models to predict the properties of chemical structures. The COVID-19 pandemic is widely recognized as the greatest life-threatening crisis facing modern medicine. Scientists have tested various antiviral drugs available to treat COVID-19 disease, and some have found that they help get rid of this viral infection. Antiviral drugs such as Arbidol, chloroquine, hydroxychloroquine, lopinavir, remdesivir, ritonavir, thalidomide, and theaflavin are used to treat COVID-19. In this paper, reformulated leap Zagreb indices are introduced. Then, the reformulated leap Zagreb indices, leap eccentric connectivity indices, and reformulated Zagreb connectivity indices of these antiviral drugs are calculated. Curvilinear and multilinear regression models predicting the physicochemical properties of these antiviral drugs in terms of proposed indices are obtained and analyzed. The findings and models of this study will shed light on new drug discoveries for the treatment of COVID-19.
- Open Access
NM-polynomials and Topological Indices of Some Cycle-Related Graphs
Topological indices (molecular descriptors) are numerical values of a chemical structure and represented by a graph. Molecular descriptors are used in QSPR/QSAR modeling to determine a chemical structure’s physical, biological, and chemical properties. The cycle graphs are symmetric graphs for any number vertices. In this paper, recently defined neighborhood degree sum-based molecular descriptors and polynomials are studied. NM-polynomials and molecular descriptors of some cycle-related graphs, which consist of the wheel graph, gear graph, helm graph, flower graph, and friendship graph, are computed and compared.
Open AccessNM-polynomials and Topological Indices of Some Cycle-Related Graphs
Topological indices (molecular descriptors) are numerical values of a chemical structure and represented by a graph. Molecular descriptors are used in QSPR/QSAR modeling to determine a chemical structure’s physical, biological, and chemical properties. The cycle graphs are symmetric graphs for any number vertices. In this paper, recently defined neighborhood degree sum-based molecular descriptors and polynomials are studied. NM-polynomials and molecular descriptors of some cycle-related graphs, which consist of the wheel graph, gear graph, helm graph, flower graph, and friendship graph, are computed and compared.
- 1 February 2022
- Published by Technical University of Cluj Napoca, North University Center of Baia Mare in Creative Mathematics and Informatics
- Vol. 31 (1) , 71-79
Some inequalities on the Mostar index
"Topological indices are the numerical descriptors of a molecular structure obtained via molecular graph G. They are used to predict physicochemical and bioactive properties of the molecules and molecular compounds. In this paper, the Mostar index is studied. It is presented the relationships between the Mostar index and other topological indices. Inequalities about some parameters and also Nordhaus-Gaddum-type results for the Mostar index are also presented."
- 1 February 2022
- Published by Technical University of Cluj Napoca, North University Center of Baia Mare in Creative Mathematics and Informatics
- Vol. 31 (1) , 71-79
Some inequalities on the Mostar index
"Topological indices are the numerical descriptors of a molecular structure obtained via molecular graph G. They are used to predict physicochemical and bioactive properties of the molecules and molecular compounds. In this paper, the Mostar index is studied. It is presented the relationships between the Mostar index and other topological indices. Inequalities about some parameters and also Nordhaus-Gaddum-type results for the Mostar index are also presented."
- Open Access
- 1 January 2022
- Published by Wiley in Journal of Mathematics
- Vol. 2022 (1)
M‐Polynomial and NM‐Polynomial of Used Drugs against Monkeypox
Monkeypox has recently re‐emerged. Since monkeypox has started to be seen in many countries without an epidemic, studies have started on new drugs used to treat this disease. Drug discovery is a challenging process. To alleviate this process, molecular descriptors used to predict the physical, chemical, and biological properties of chemical structures are studied. Molecular descriptors are numerical values of a chemical structure represented by a graph. In this study, M‐polynomial and neighborhood M‐polynomial molecular descriptors of drugs used and candidates for use in monkeypox are calculated and these descriptors are compared.
- 1 January 2022
- Published by Wiley in Journal of Mathematics
- Vol. 2022 (1)
Open AccessM‐Polynomial and NM‐Polynomial of Used Drugs against Monkeypox
Monkeypox has recently re‐emerged. Since monkeypox has started to be seen in many countries without an epidemic, studies have started on new drugs used to treat this disease. Drug discovery is a challenging process. To alleviate this process, molecular descriptors used to predict the physical, chemical, and biological properties of chemical structures are studied. Molecular descriptors are numerical values of a chemical structure represented by a graph. In this study, M‐polynomial and neighborhood M‐polynomial molecular descriptors of drugs used and candidates for use in monkeypox are calculated and these descriptors are compared.