Publications & Works

Publication Network
Articles 32
All (32)
SCI-E, SSCI, AHCI (25)
SCI-E, SSCI, AHCI, ESCI (26)
ESCI (1)
Scopus (28)
TRDizin (7)
Other Publications (1)

1. Multi-objective optimization of PEM electrolyzers using deep neural networks and gradient boost regressor-particle swarm optimization framework

TAPAN N. A., Günay M. E.
International Journal of Hydrogen Energy , vol.160, 2025 (SCI-Expanded, Scopus) identifier identifier

2. Routes to optimum conditions of plant based microbial fuel cells by reinforcement learning

TAPAN N. A., Günay M. E., Gürbüz T.
International Journal of Hydrogen Energy , vol.142, pp.813-824, 2025 (SCI-Expanded, Scopus) identifier identifier

3. Synthesis and characterization of graphene-based electrocatalysts for the detection of damaged starch ratio

Yıldırım N., TAPAN N. A.
Fullerenes Nanotubes and Carbon Nanostructures , vol.33, no.7, pp.699-713, 2025 (SCI-Expanded, Scopus) identifier identifier

4. Machine learning solutions for enhanced performance in plant-based microbial fuel cells

Gürbüz T., Günay M. E., TAPAN N. A.
International Journal of Hydrogen Energy , vol.78, pp.1060-1069, 2024 (SCI-Expanded, Scopus) identifier

5. Analysis of CO selectivity during electroreduction of CO2 in deep eutectic solvents by machine learning

Guenay M. E., TAPAN N. A.
JOURNAL OF APPLIED ELECTROCHEMISTRY , vol.54, no.7, pp.1541-1556, 2024 (SCI-Expanded, Scopus) identifier identifier

6. Application of Machine Learning for the Determination of Damaged Starch Ratio as an Alternative to Medcalf and Gilles Principle

TAPAN N. A., Gunay M. E., Yildirim N.
FOOD ANALYTICAL METHODS , vol.16, no.3, pp.604-614, 2023 (SCI-Expanded, Scopus) identifier identifier

7. Analysis of PEM and AEM electrolysis by neural network pattern recognition, association rule mining and LIME

Tapan N. A., Günay M. E.
ENERGY AND AI , vol.13, pp.1-13, 2023 (Scopus) Sustainable Development

8. Evaluation of polymer electrolyte membrane electrolysis by explainable machine learning, optimum classification model, and active learning

Günay M. E., TAPAN N. A.
Journal of Applied Electrochemistry , vol.53, no.3, pp.415-433, 2023 (SCI-Expanded, Scopus) identifier identifier

9. Application of Gaussian process regression and asymmetric least squares baseline algorithm on the determination of electrochemical sensor characteristics: A case study on SARS-CoV-2 glucometer

Tapan N. A.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS , vol.230, pp.1-7, 2022 (SCI-Expanded, Scopus) Sustainable Development

10. Analysis and modeling of high-performance polymer electrolyte membrane electrolyzers by machine learning

Tapan N. A., Günay M. E., Akkoç G.
International Journal Of Hydrogen Energy , vol.47, no.4, pp.2134-2151, 2022 (SCI-Expanded, Scopus)

11. Data Mining and Application of Decision Tree Modelling on Electrochemical Data Used for Damaged Starch Detection

Tapan N. A., Yıldırım N.
Gazi University Journal of Science Part A: Engineering and Innovation , vol.8, no.4, pp.435-450, 2021 (Peer-Reviewed Journal)

12. Significant parameters and technological advancements in biodiesel production systems

Gunay M. E., Turker L., TAPAN N. A.
FUEL , vol.250, pp.27-41, 2019 (SCI-Expanded, Scopus) identifier identifier

13. PEM Elektrolizörler İçin Düşük Platin Yüklemeli Serya Kompozit Destekli Elektrokatalizörlerin İncelenmesi

TAPAN N. A.
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences , vol.24, no.1, pp.9-21, 2019 (TRDizin)

14. Decision tree analysis for efficient CO2 utilization in electrochemical systems

Gunay M. E., Turker L., TAPAN N. A.
JOURNAL OF CO2 UTILIZATION , vol.28, pp.83-95, 2018 (SCI-Expanded, Scopus) identifier identifier

15. CO2 electroreduction on P4VP modified copper deposited gas diffusion layer electrode: pH effect

TAPAN N. A.
MATERIALS FOR RENEWABLE AND SUSTAINABLE ENERGY , vol.5, no.4, 2016 (ESCI, Scopus) Creative Commons License identifier

16. Analysis of past experimental data in literature to determine conditions for high performance in biodiesel production

TAPAN N. A., Yildirim R., Gunay M. E.
BIOFUELS BIOPRODUCTS & BIOREFINING-BIOFPR , vol.10, no.4, pp.422-434, 2016 (SCI-Expanded, Scopus) identifier identifier

17. Constructing global models from past publications to improve design and operating conditions for direct alcohol fuel cells

TAPAN N. A., Gunay M. E., YILDIRIM R.
CHEMICAL ENGINEERING RESEARCH & DESIGN , vol.105, pp.162-170, 2016 (SCI-Expanded, Scopus) identifier identifier

18. Ceria Based Nano-composite Synthesis for Direct Alcohol Fuel Cells

TAPAN N. A., Cacan U. B., VARIŞLI D.
INTERNATIONAL JOURNAL OF ELECTROCHEMICAL SCIENCE , vol.9, no.8, pp.4440-4464, 2014 (SCI-Expanded, Scopus) identifier identifier

19. Simulation of impedance spectra of oxalic acid electroreduction to glyoxylic acid: effect of chemical activator, pH, activation energy, and reduction potential

Tapan N. A.
TURKISH JOURNAL OF CHEMISTRY , vol.38, no.1, pp.127-141, 2014 (SCI-Expanded, Scopus, TRDizin) identifier identifier

20. DETERMINATION OF ETHANOL AND CARBON MONOXIDE ELECTRO-OXIDATION ACTIVITIES OF PtRuC/CeO2 COMPOSITE ELECTRO-CATALYSTS

TAPAN N. A., Zhumatayeva U., Gokkaya E.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.28, no.4, pp.819-829, 2013 (SCI-Expanded, Scopus, TRDizin) identifier identifier

21. TRANSESTERIFICATION REACTION OVER BASIC AMBERLYST RESIN CATALYSTS AND OPTIMIZATION VIA RESPONSE SURFACE METHODOLOGY

OKTAR N., Ozbay N., Aydin F., TAPAN N. A.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.27, no.1, pp.71-79, 2012 (SCI-Expanded, Scopus) identifier identifier

22. A short communication on the corrosion behavior O2 reduction and methanol oxidation activity of stainless steel 304 after biofilm formation in black seawater

TAPAN N. A., Zan M.
Gazi University Journal of Science , vol.25, no.2, pp.477-483, 2012 (Scopus)

23. Synthesis and Characterization of Pt-Sn Incorporated MCM-41 and Pt Incorporated Sn-SiO2 Type Mesoporous Catalysts for Direct Ethanol Fuel Cell

VARIŞLI D., Rona T., TAPAN N. A.
INTERNATIONAL JOURNAL OF CHEMICAL REACTOR ENGINEERING , vol.8, 2010 (SCI-Expanded, Scopus) identifier identifier

24. ELECTROLUMINESCENT PROPERTIES OF CERTAIN POLYAROMATIC COMPOUNDS: PART 1-CHARACTERISTICS OF OLED DEVICES BASED ON FLUORESCENT POLYAROMATIC DOPANTS

Turker L., Tapan A., Gümüş S.
POLYCYCLIC AROMATIC COMPOUNDS , vol.29, no.3, pp.123-138, 2009 (SCI-Expanded, Scopus) identifier identifier

25. ELECTROLUMINESCENT PROPERTIES OF CERTAIN POLYAROMATIC COMPOUNDS: PART 2-ORGANIC EMITTERS

Turker L., Tapan A., Gümüş S.
POLYCYCLIC AROMATIC COMPOUNDS , vol.29, no.3, pp.139-159, 2009 (SCI-Expanded, Scopus) identifier identifier

26. Characterization of Cerium Oxide and Carbon Supported Ag-Cu Electro-Catalysts for Anode Electrode in Direct Ethanol Fuel Cells

TAPAN N. A., Koek A.
CHEMICAL ENGINEERING COMMUNICATIONS , vol.196, pp.131-147, 2009 (SCI-Expanded, Scopus) identifier identifier

27. Performance analysis for direct 2-propanol fuel-cell based on Pt containing anode electrocatalysts

Tapan N. A., Ozturk E.
TURKISH JOURNAL OF CHEMISTRY , vol.33, no.4, pp.487-499, 2009 (SCI-Expanded, Scopus, TRDizin) identifier identifier

28. Biohydrogen production: molecular aspects

Turker L., Gümüş S., Tapan A.
JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH , vol.67, no.11, pp.994-1016, 2008 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

29. Esterification of free fatty acids in waste cooking oils (WCO): Role of ion-exchange resins

Oezbay N., Oktar N., Tapan N. A.
FUEL , vol.87, pp.1789-1798, 2008 (SCI-Expanded, Scopus) identifier identifier

30. A mechanistic approach to elucidate ethanol electro-oxidation

Tapan N. A.
TURKISH JOURNAL OF CHEMISTRY , vol.31, no.5, pp.427-443, 2007 (SCI-Expanded, Scopus, TRDizin) identifier

31. Investigation of Methanol Oxidation on Polycrystalline Pt Importance of Water gas shift Reaction

TAPAN N. A., Prakash J.
Turkish Journal of Engineering and Environmental Sciences , vol.29, pp.129-142, 2005 (TRDizin)

32. Determination of Methanol Decomposition Mechanism on polycrystalline Platinum Electrode

Tapan N. A., Prakash J.
Turkish Journal of Engineering and Environmental Sciences , vol.29, pp.95-103, 2005 (TRDizin)
Papers Presented at Peer-Reviewed Scientific Conferences 36

1. Derin Ötektik Çözücü Ortamında Ag/C Katalizör Sentezi ve Oksijen İndirgenme Reaksiyonu Aktivitesinin İncelenmesi

Uysal C., Güldür F. Ç., Tapan N. A., Aytaç A., Şahin A., Güneş S.
2. Elektrokimyasal Enerji Teknolojileri Sempozyumu, Ankara, Turkey, 27 - 28 November 2025, pp.1-5, (Full Text)

2. FARKLI ELEKTROKİMYASAL MÜHENDİSLİK PROBLEMLERİNE YÖNELİK MAKİNE ÖĞRENMESİ YAKLAŞIMLARI

Tapan N. A.
II. Elektrokimyasal Enerji Teknolojileri Sempozyumu, Ankara, Turkey, 27 - 28 November 2025, pp.1-6, (Full Text) Sustainable Development

3. Exploration of operating , catalytic and material conditions towards CO in CO2 electrolyzers: A machine learning study

Tapan N. A., Günay M. E.
10TH NATIONAL CATALYSIS CONFERENCE, Sivas, Turkey, 25 - 28 June 2025, pp.1, (Summary Text)

4. Sensitivity of graphene-based electrocatalysts for the detection of damaged starch ratio

Tapan N. A., Yıldırım N.
9th National Catalysis Conference, Çanakkale, Turkey, 7 - 09 September 2023, pp.26, (Summary Text)

5. Problems and Solutions Related to Water in Turkey and in the World

TAPAN N. A., Buyukhatipoglu U.
6th EurAsia Waste Management Symposium (EWMS), İstanbul, Turkey, 24 - 26 October 2022, pp.761, (Full Text) identifier

6. Determination of Damaged Starch Amount Based on Iodine Detection by Graphene Based Electrodes

Tapan N. A., Yıldırım N.
NCC-8 National Catalysis Congress, Ankara, Turkey, 9 - 12 September 2021, pp.120, (Summary Text)

7. Composite Electro-catalyst Synthesis for Hydrogen Production

ZARRABİ A., TAPAN N. A.
International Conference on Advanced Materials Science & Engineering and High Tech Devices Applications; Exhibition, Ankara, Turkey, 02 October 2020, pp.30, (Summary Text) Sustainable Development

8. A Study on Low Pt Loaded Metal Ceria Based Catalysts for Stable PEM Electrolyzers

TAPAN N. A.
Electrochem 2019, 30 September 2020, (Summary Text)

9. Machine Learning on Electrocatalytic reduction of CO2 for PreventingAtmospheric Pollution and Producing Valuable Chemicals

TAPAN N. A., GÜNAY M. E., TÜRKER B. L.
2019 International Conference on Green Energy and Environmental Technology (GEET-19), 24 July 2020, (Summary Text)

10. Performance analysis for 2 propanol and direct methanol fuel cells based on Pt containing anode electrocatalysts

Tapan N. A., Öztürk E.
2nd National Catalysis Conference, Erzurum, Turkey, 18 - 21 June 2008, pp.81, (Summary Text) Creative Commons License

11. CO2 electroreduction on P4VP modified copper deposited gas diffusion layer electrode pH effect

TAPAN N. A., Koper M., Ruud K.
6th Baltic Electrochemistry Conference, 15 - 17 June 2016, (Summary Text)

12. Characterization of Ceria Nano-composites and Their Performance of in Direct Alcohol Fuel Cells

TAPAN N. A., Cacan U., VARIŞLI D.
Characterization of Ceria Nano-composites and Their Performance of in Direct Alcohol Fuel Cells, Adana, Turkey, 23 - 26 April 2014, (Summary Text)

13. Effect of Marl on the Production of Biodiesel as a Heterogeneous Catalyst

NAJAFOV B., TAPAN N. A.
NCC6 The 6th Catalysis Conference, 27 - 30 April 2016, (Summary Text)

14. Electroreduction of CO2 on PVP loaded copper electrodes supported on gas diffusion layer

TAPAN N. A., Koper M., Kortlever R.
Electrochem 2015, TU Delft, Netherlands, 28 September 2015, (Summary Text)

15. Ceria Nano composite Synthesis for Direct Alcohol Fuel Cells

TAPAN N. A.
11th European Congress on Catalysis – EuropaCat-XI, Lyon, France, 1 - 06 September 2013, (Summary Text)

16. Nano çubuk sentezi ve Elektrokatalitik Aktivitesinin Belirlenmesi

Zhutmatayeva U., TAPAN N. A.
UKMK 10,Koç Üniversitesi, İstanbul, Turkey, 3 - 06 September 2012, (Full Text)

17. Doğrudan Alkol Yakıt Hücreleri için Seryum Nano Kompozit Çubuk Sentezi

TAPAN N. A., Gökkaya E.
UKMK 10 , Koç Üniversitesi, İstanbul, Turkey, 3 - 06 September 2012, (Full Text)

18. Ceria Composite Nano rod for PEM Fuel Cells

TAPAN N. A., Gökkaya E.
National Catalysis Congress, NCC4, Turkey, 21 - 24 March 2012, (Summary Text)

19. Electrokinetic Investigation of Oxalic Acid Electroreduction by the Simulation of Impedance Spectrum Activator Effect

TAPAN N. A., Göçmenoğlu A.
National Catalysis Congress, NCC4, Turkey, 21 - 24 March 2012, (Summary Text)

20. Investigation of Combined Effect of co solvents on soybean Transesterification Kinetics

TAPAN N. A., OKTAR N.
6th EFCAT Summer School, 13 - 19 September 2010, (Summary Text)

21. The Promoting Effect of AgCu CeO2 on Pt C in direct ethanol fuel cells

TAPAN N. A., Yıldız Ö.
19th International Congress of Chemical and Process Engineering CHISA, 28 August - 01 September 2010, (Summary Text)

22. Amberlit A 26 Katalizörü Varlığında Biyodizel Uretimi

Aydın F., Özbay N., OKTAR N., TAPAN N. A.
UKMK-9 , Gazi Unıversıtesı, Ankara, Turkey, 22 - 25 June 2010, (Full Text)

23. uç durum değişkenine bağlı olarak 2 propanol Elektro oksidasyon mekanizmasının empedans spektrum simulasyonu ile incelenmesi

TAPAN N. A.
UKMK-9 , Gazi Unıversıtesı, Ankara., Turkey, 22 - 25 June 2010, (Full Text)

24. Düşük Pt ve Ru Yüklenmiş Fe Ni İkili Metallerin Elektrokimyasal Performanslarının Doğrudan Etanol Yakıt Hücrelerinde Anot Elektrotu olarak değerlendirilmesi

TAPAN N. A., Yıldız Ö.
3rd National Catalysis Congress,NCC3, Turkey, 28 April - 01 May 2010, (Summary Text)

25. Synthesis and Characterization of Pt@MCMC-41 and Pt-Sn@MCM-41 Mesoporous Catalysts for Direct Ethanol Fuel Cell

Rona T., VARIŞLI D., TAPAN N. A.
NCC-3 3rd National Catalysis Congress, Zonguldak, Turkey, 28 April 2010, (Summary Text)

26. Soybean Oil Transesterification Reaction Kinetics Effect of THF solvent

TAPAN N. A., OKTAR N.
EuropaCat IX, 30 August - 04 September 2009, (Summary Text)

27. Performance analysis for 2 propanol and direct methanol fuel cells based on Pt containing anode electrocatalysts

TAPAN N. A., Öztürk E.
Second National Catalysis Conference (NCC-2), Turkey, 18 - 21 June 2008, (Summary Text)

28. Kanola Yağının Alumina ve Alumina Silikat Destekli Heterojen Katalizörler Varlığında Transesterifikasyonu

Mumcu Ö., Özbay N., OKTAR N., TAPAN N. A.
23. Ulusal Kimya Kongresi,Sivas, Türkiye, Turkey, 16 - 20 June 2009, (Summary Text)

29. Soya Yağından Biyodizel üretim Reaksiyon Kinetiğinin İncelenmesi

Aydemir B., Gülderen A., TAPAN N. A., OKTAR N.
21. Ulusal Kimya Kongresi, Malatya, Turkey, 23 - 27 August 2007, (Summary Text)

30. Atık Yağlardaki Serbest Yağ Asitlerinin Heterojen Katalizörler İle Esterifikasyonu

Özbay N., OKTAR N., TAPAN N. A.
21. Ulusal Kimya Kongresi,Malatya, Turkey, 23 - 27 August 2007, (Summary Text)

31. Characterization of Cerium Oxide and Carbon Supported Ag Cu Electrocatalyts for Anode Electrode in Direct Ethanol Fuel Cells

TAPAN N. A., KÖK A.
Somer Symposium Series 1, 14 - 15 May 2007, (Summary Text)

32. A Mechanistic Approach To Elucidate Ethanol Electro oxidation

TAPAN N. A.
First National Catalysis Conference (NCC-1),11, Güzelyurt, Northern Cyprus, Turkey, 17 - 20 January 2007, (Summary Text)

33. Platin Disk Elektrodlarda Etanol Elektro oksidasyon mekanizmasının modellenerek incelenmesi

TAPAN N. A.
7. Ulusal Kimya Mühendisliği Kongresi,Eskişehir., Turkey, 5 - 08 September 2006, (Full Text)

34. Determination of Anode Electrokinetic Mechanism in a Direct Methanol Fuel Cell by Assymmetric Electrode Technique

TAPAN N. A., William M., Prakash J.
International Hydrogen Energy Congress and Exhibition IHEC2005, 13 - 15 July 2005, (Full Text)

35. Investigation of Methanol Oxidation Electrokinetics on Pt Ru Anode Catalyst

TAPAN N. A., Gurau B., Sandi G., Jai P.
5th International Symposium on New Materials for Electrochemical Systems, 6 - 11 July 2003, (Summary Text)

36. From Catalysis to Gas Sensors A Venue at Spillover

TAPAN N. A., ÜNER D.
16th meeting of the North American Catalysis Society, 30 May - 04 June 1999, (Summary Text)
Books 3

1. Elektrokimyanın Temelleri Fundamentals of Electrochemistry

TAPAN N. A., AKSU M. L.
Nobel Yayınevi, 2015

2. KİMYA MÜHENDİSLİĞİNDE TEMEL İLKELER VE HESAPLAMALAR Basic Principles and Calculations In Chemical Engineering

Sarımeşeli Paçacı A., Tapan N. A., Erdoğan S., Mutlu S. F. (Editor)
Nobel Yayınevi, Ankara, 2014

3. Proses Dinamiği ve Kontrolü Process Dynamics and Control

Tapan N. A., Erdoğan S.
Nobel Yayınevi, Ankara, 2012
Other Publications 1

1. 2-Propanol Yakıt Hücresinin Performans Analizi (Yönetilen Tez)

Tapan N. A., Öztürk E.
Other, pp.1-62, 2010
Metrics

Publication

74

Publication (WoS)

27

Publication (Scopus)

28

Citation (WoS)

389

H-Index (WoS)

8

Citation (Scopus)

455

H-Index (Scopus)

7

Citation (Scholar)

3

H-Index (Scholar)

1

Project

13

Thesis Advisory

10

Open Access

9
UN Sustainable Development Goals