Biography
Res. Asst. Mert Akın İNSEL graduated from YTU Chemistry Engineering undergraduate program in 2018 as the first in the department and second in the faculty (3.77/4.00). In 2020, he graduated from the Mathematical Engineering undergraduate program as his second major (3.62/4.00). In 2021, he completed his master's degree in Chemical Engineering at YTU (3.79/4.00). He currently is a Ph.D. candidate at YTU and works as a research assistant in the Department of Chemical Engineering. In his research, he works on the analysis and modeling of data obtained in energy applications under the supervision of Prof. Dr. Hasan Sadıkoğlu. He is also an active member of the Multidisciplinary Nanoscience Technology (M-NST) research group, where he publishes with researchers from several univesities and different departments such as Chemistry, Mathematical Engineering, and Computer Engineering. His current aim is to implement the advanced data analysis methods in chemical engineering applications by specializing in machine learning and artificial intelligence.
Announcements & Documents
Lab 1 - Experiment 4 - Examination of Shell - Tube Type Heat Exchangers - Experiment Documents
Lecture Note
4/18/2023
Lab 1 - Experiment 4 - Examination of Shell - Tube Type Heat Exchangers - Experiment Documents
Education Information
2021 - Continues
2021 - ContinuesDoctorate
Yildiz Technical University, Graduate School Of Natural And Applied Sciences, Department of Chemical Engineering, Turkey
2018 - 2021
2018 - 2021Postgraduate
Yildiz Technical University, Graduate School Of Natural And Applied Sciences, Department of Chemical Engineering, Turkey
2015 - 2020
2015 - 2020Undergraduate Double Major
Yildiz Technical University, Faculty Of Chemıcal And Metallurgıcal Engıneerıng, Department Of Mathematics Engineering, Turkey
2014 - 2018
2014 - 2018Undergraduate
Yildiz Technical University, Faculty Of Chemıcal And Metallurgıcal Engıneerıng, Department Of Chemical Engineering, Turkey
Dissertations
2021
2021Postgraduate
POST VISION 2023: SCENARIO DEVELOPMENT AND SYSTEMS DESIGN FOR TURKEY ENERGY SECTOR TILL 2033 
Yildiz Technical University, Faculty Of Chemıcal And Metallurgıcal Engıneerıng, Department Of Chemical Engineering
Foreign Languages
C2 Mastery
C2 MasteryEnglish
Research Areas
Artificial Intelligence, Computer Learning and Pattern Recognition
Energy
Chemical Engineering and Technology
Mathematics
Optimization
Academic Titles / Tasks
2019 - Continues
2019 - ContinuesResearch Assistant
Yildiz Technical University, Faculty Of Chemıcal And Metallurgıcal Engıneerıng, Department Of Chemical Engineering
Managerial Experience
2021 - 2024
2021 - 2024Event and Administration Manager
Yildiz Technical University, Sağlık Kültür Spor Daire Başkanlığı
2022 - 2023
2022 - 2023Research Assistants Faculty Representative
Yildiz Technical University, Faculty Of Chemıcal And Metallurgıcal Engıneerıng
2022 - 2023
2022 - 2023Research Assistants Department Representative
Yildiz Technical University, Faculty Of Chemıcal And Metallurgıcal Engıneerıng, Department Of Chemical Engineering
Published journal articles indexed by SCI, SSCI, and AHCI
2024
2024Unravelling poly(1-vinyl-1,2,4-triazole) hydrogels behaviors and enhancing 5-Fluorouracil delivery systems by utilizing a fuzzy modelling approach
Pekel Bayramgil N., İnsel M. A., Gonce Kocken H., Albayrak I., Karakuş S.
Physica Scripta
, vol.99, no.8, 2024 (SCI-Expanded)
2024
2024Higher heating value estimation of wastes and fuels from ultimate and proximate analysis by using artificial neural networks
İnsel M. A., Yucel O., Sadikoglu H.
Waste Management
, vol.185, pp.33-42, 2024 (SCI-Expanded)
2024
2024Development of Graphene Oxide-Based Anticancer Drug Combination Functionalized with Folic Acid as Nanocarrier for Targeted Delivery of Methotrexate
Yanikoglu R., Karakas C. Y., Ciftci F., İNSEL M. A., Karavelioglu Z., Varol R., et al.
Pharmaceutics
, vol.16, no.6, 2024 (SCI-Expanded)
2024
2024Optimizing waste-to-energy conversion: Unveiling the potential of unsupervised clustering through the new HOM classification system
İnsel M. A., Yucel O., Sadıkoğlu H.
Sustainable Energy Technologies and Assessments
, vol.65, 2024 (SCI-Expanded)
2024
2024Three-Dimensional-Printed GelMA-KerMA Composite Patches as an Innovative Platform for Potential Tissue Engineering of Tympanic Membrane Perforations
Bedir T., Baykara D., Yildirim R., Çalıkoğlu Koyuncu A. C., Şahin A., Kaya E., et al.
Nanomaterials
, vol.14, no.7, 2024 (SCI-Expanded)
2023
2023On Modeling of Surface Tension of CMC-α-Fe2O3 Nanoparticles by Fuzzy-Hybrid Approach: A Comparison Study
Köçken H., Insel M. A., Temelcan G., Karakuş S., Albayrak F. İ.
CANADIAN JOURNAL OF CHEMICAL ENGINEERING
, vol.101, no.11, pp.6446-6454, 2023 (SCI-Expanded)
2023
2023Serial progesterone levels more accurately predict the time of ovulation in subfertile women: a prospective cohort study
Aydın T., Koroglu N., Albayrak N., İnsel M. A.
Journal of Assisted Reproduction and Genetics
, vol.40, no.8, pp.1897-1903, 2023 (SCI-Expanded)
2023
2023Handling uncertainty in rheological properties of green eggshell nanocomposites by a fuzzy-hybrid modeling approach: a comparative study
İnsel M. A., Karakuş S., Temelcan G., Köçken H., Albayrak F. İ.
Physica Scripta
, vol.98, no.3, 2023 (SCI-Expanded)
2022
2022A comparison of machine learning algorithms for estimation of higher heating values of biomass and fossil fuels from ultimate analysis
Yaka H., İnsel M. A., Yucel O., Sadıkoğlu H.
Fuel
, vol.320, 2022 (SCI-Expanded)
2022
2022Computational modeling and experimental verification of cathode catalyst layer on PEM fuel cells
Kil Ş., Özdemir O. K., İnsel M. A., Sadıkoğlu H.
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
, vol.47, no.62, pp.26665-26672, 2022 (SCI-Expanded)
2022
2022Preparation, characterization and evaluation of a novel CMC/Chitosan-α-Fe2O3 nanoparticles-coated 17–4 PH stainless-steel foam
Karakuş S., Albayrak I., Üllen N. B., Insel M. A., Kilislioğlu A.
Polymer Bulletin
, vol.79, no.6, pp.4133-4151, 2022 (SCI-Expanded)
2022
2022Characterization, optimization, and evaluation of preservative efficacy of carboxymethyl cellulose/hydromagnesite stromatolite bio-nanocomposite
Karakuş S., Insel M. A., Kahyaoğlu İ. M., Albayrak F. İ., Üstün Alkan F.
Cellulose
, vol.29, no.7, pp.3871-3887, 2022 (SCI-Expanded)
2022
2022OPTIMIZATION OF MEGAKARYOCYTE TRAPPING FOR PLATELET FORMATION IN MICROCHANNELS
Baydar Atak G., Insel M. A., Oruc M. E., Sadıkoğlu H.
CHEMICAL INDUSTRY & CHEMICAL ENGINEERING QUARTERLY
, vol.28, no.1, pp.19-28, 2022 (SCI-Expanded)
2020
2020Preparation and characterization of carboxymethyl cellulose/poly (ethylene glycol) -rosin pentaerythritolester polymeric nanoparticles: Role of intrinsic viscosity and surface morphology
Karakuş S., İlgar M., Tan E., Kahyaoglu I. M., Tasaltin N., Albayrak I., et al.
Surfaces and Interfaces
, vol.21, 2020 (SCI-Expanded)
Articles Published in Other Journals
Refereed Congress / Symposium Publications in Proceedings
2024
2024Estimation of Biocrude Oil Yield by Machine Learning
Güngör Ş., İnsel M. A., Sadıkoğlu H.
7th International Conference on Engineering Sciences, Ankara, Turkey, 9 - 10 February 2024
2024
2024Wind Power Forecasting by using Advanced Artificial Neural Networks
İnsel M. A., Yücel Ö., Sadıkoğlu H.
7th International Conference on Engineering Sciences, Ankara, Turkey, 9 - 10 February 2024
2023
2023Determination of pH Value Using Conventional pH Strips by Image Processing
Eid F., İnsel M. A., Sadıkoğlu H.
6th International Eurasian Conference on Biological and Chemical Sciences , Ankara, Turkey, 11 - 13 October 2023, pp.325
2023
2023Progesterone level is an alternative marker to detect ovulation time in natural cycle frozen-thawed embryo transfers
Aydın T., Köroğlu N., Köse E., Albayrak N., İnsel M. A.
39th Hybrid Annual Meeting of the ESHRE, Kobenhavn, Denmark, 25 June 2023, pp.181
2023
2023Quality Control in Chocolate Coating Processes by Image Processing: Determination of Almond Mass and Homogeneity of Almond Spread
Özçelik S., Insel M. A., Atıcı Ö. A., Celebi E., Baydar Atak G., Sadikoglu H.
12th International Symposium on Intelligent Manufacturing and Service Systems, Sakarya, Turkey, 26 - 28 May 2023, pp.69-80
2022
2022Assessment of Lydersen Method in Estimation of Critical Properties of Various Alcohols
Alhaloush R., İnsel M. A., Sadıkoğlu H.
5th International Eurasian Conference on Biological and Chemical Sciences, Ankara, Turkey, 23 - 25 November 2022, pp.458
2022
2022Detection of the Ovulation Time via Hormone Levels in the Peripheral Blood of the Subfertile Women with Regular Menstrual Cycle
Aydin T., Koroglu N., Albayrak N., İnsel M. A.
ASRM-2022 Genes, Gametes, and Genetics, California, United States Of America, 22 - 26 October 2022, vol.118, no.4, pp.216
2022
2022Fabrication Methods of 2D Nanomaterials for Photocatalytic and Electrocatalytic Hydrogen Evolution: A Review
Çakar M., İnsel M. A., Sadıkoğlu H.
1st International Two-Dimensional Nanomaterials Conference, İstanbul, Turkey, 25 - 27 May 2022, pp.38
2020
2020Optimization of Surface Properties of Κ-Carrageenan/PVA/Eggshell Nanobiocomposites Coated 17-4 PH Stainless Steel Foam
Karakuş S., Beköz Üllen N., Albayrak F. I., Insel M. A., Kilislioğlu A.
3rd International Conference on Physical Chemistry & Functional Materials, Malatya, Turkey, 22 - 24 September 2020, pp.25-32
2020
2020Mathematical Modelling of Surface Behaviors of ZnO Nanoparticles Coated 17-4 PH Stainless Steel Foam
Karakuş S., Albayrak F. I., Beköz Üllen N., Insel M. A., Kilislioğlu A.
3rd International Conference on Physical Chemistry & Functional Materials, Malatya, Turkey, 22 - 24 September 2020, pp.33-39
2020
2020Fuzzy Modelling on Control of Heat Exchangers
İnsel M. A., Albayrak F. İ., Köçken H.
International Conference on Mathematics and its Applications in Science and Engineering (ICMASE2020), Ankara, Turkey, 9 - 10 July 2020, pp.177-184
2020
2020Comparison of Nontraditional Optimization Techniques in Optimization of Shell and Tube Heat Exchanger
İnsel M. A., Albayrak F. İ., Köçken H.
International Conference on Mathematics and its Applications in Science and Engineering (ICMASE2020), Ankara, Turkey, 9 - 10 July 2020, pp.185-196
2019
2019Cost Analysis of Renewable Energy Technologies
İnsel M. A., Sadıkoğlu H., Melikoğlu M.
International Conference on Advences in Mechanical Engineering, İstanbul, Turkey, 17 - 19 December 2019, pp.1426
2019
2019Theoretical Investigation of Significant Parameters Affecting the Platelet Formation in Microchips
Baydar Atak G., İnsel M. A., Oruç M. E., Sadıkoğlu H.
ICESME, Girne, Cyprus (Kktc), 8 - 10 November 2019, pp.23
2017
2017Modeling of Parabolic Solar Collectors for Membrane Distillation
İnsel M. A., Oruç M. E.
International Conference on Advances in Science and Arts Istanbul 2017, İstanbul, Turkey, 29 March 2017, pp.1
2016
2016Investigation of properties of coins in Ottoman Empire between 1828-1922
İnsel M. A., Çelik S. E., Altın E. S., Ergül O., Saraç H.
International Symposium on Archaeometry, Kalamata, Greece, 15 - 21 May 2016, pp.296
2016
2016A weapon between science and mystery: An Archaeometric Review on Damascus Swords
Ergul O., Çelik S. E., İnsel M. A., Altın E. S., Saraç H.
41st International Symposium on Archaeometry (ISA), Kalamata, Greece, 16 - 20 May 2016, pp.295-296
2016
2016Investigations of Scientific Studies on Byzantian Jewellery
Altın E. S., Çelik S. E., İnsel M. A., Ergul O., Saraç H.
41st International Symposium on Archaeometry (ISA), Kalamata, Greece, 16 - 20 May 2016, pp.285-286
Books & Book Chapters
2024
2024Data-driven AI for information retrieval of biomedical images
İnsel M. A., Köçken H., Albayrak F. İ., Karakuş S.
in: Digital Transformation in Healthcare 5.0, Prasenjit Chatterjee,Dilbagh Panchal,Dragan Pamucar,Sharfaraz Ashemkhani Zolfani, Editor, Walter de Gruyter, Inc. , Berlin, pp.307-331, 2024
2023
2023Quality Control in Chocolate Coating Processes by Image Processing: Determination of Almond Mass and Homogeneity of Almond Spread
Özçelik S., İnsel M. A., Atici Ö. A., Celebi E., Baydar-Atak G., Sadıkoğlu H.
in: Advances in Intelligent Manufacturing and Service System Informatics, Zekâi Şen,Özer Uygun,Caner Erden, Editor, Springer Nature, Singapore, pp.69-80, 2023
2023
20233D Graphene-Based Biosensors
İnsel M. A., Karabekiroğlu S. N., Karakuş S.
in: 3D Graphene, Ram K. Gupta, Editor, Springer Nature, Zug, pp.93-109, 2023
2023
2023Polymeric Materials for Nanosupercapacitors
İnsel M. A., Karakuş S.
in: Recent Advancements in Polymeric Materials for Electrochemical Energy Storage , Ram K. Gupta, Editor, Springer Nature, Singapore, pp.167-185, 2023
2023
2023The Ultrasonic-Assisted Synthesis of Locust Gum/PEG- Silver Nanoparticles and Its Mathematical Modeling of Rheological Parameters
Karakuş S., İnsel M. A., Albayrak F. İ., Taşaltın N.
in: Foundation and Growth of Macromolecular Science: Advances in Research for Sustainable Development, Meegle S. Mathew,Jozef T. Haponiuk,Sabu Thomas, Editor, CRC, New York , New York, pp.1, 2023
Supported Projects
2024 - 2025
2024 - 2025
Predicting the Solar Energy Production of Some Power Plants in Turkey Using Machine Learning Algorithms and Comparison of the Obtained Model Performances
TUBITAK Project
Akın A.(Executive), Gerey E., İnsel M. A.
2023 - 2024
2023 - 2024
Prediction of Synthesis Gas and Exergy Data as a Result of Gasification of Lignite Coal and Biomass Mixtures by Machine Learning Algorithms
TUBITAK Project
Sadıkoğlu H. (Executive), İnsel M. A., Yücel Ö.
2023 - 2024
2023 - 2024
Simulation of Ice Cream Filling Process with Computational Fluid Dynamics Approach
TUBITAK Project
Vurucuoğlu A.(Executive), Bodur A., İnsel M. A.
Scientific Refereeing
March 2024
March 2024ENERGY
SCI Journal
October 2023
October 2023WASTE MANAGEMENT
SCI Journal
October 2021
October 2021POLYMER BULLETIN
SCI Journal
Awards
March 2024
March 2024Academic Performance Award
Yıldız Teknik Üniversitesi
April 2023
April 2023Academic Performance Award
Yıldız Teknik Üniversitesi
July 2018
July 20181st Rank in Department of Chemical Engineering (Undergraduate)
Yıldız Teknik Üniversitesi (Yildiz Technical University)
July 2018
July 20182nd Rank in Faculty of Chemical Metallurgical (Undergraduate)
Yıldız Teknik Üniversitesi
Invited Talks
May 2022
May 20221st International Two Dimensional Nanomaterial Conference
Conference
Maltepe University-Turkey
Scientific Research / Working Group Memberships
2023 - Continues
2023 - Continues
Waste Biorefinery Technologies For Accelerating Sustainable Energy Processes (Wire)
https://www.cost.eu/actions/CA20127/
COST - European Cooperation in Science and Technology, Belçika
2021 - Continues
2021 - Continues