Takip et
M. Erdem Günay
M. Erdem Günay
Istanbul Bilgi University, Energy Systems Engineering
bilgi.edu.tr üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Forecasting annual gross electricity demand by artificial neural networks using predicted values of socio-economic indicators and climatic conditions: Case of Turkey
ME Günay
Energy Policy 90, 92-101, 2016
1992016
Knowledge extraction for water gas shift reaction over noble metal catalysts from publications in the literature between 2002 and 2012
Ç Odabaşı, ME Günay, R Yıldırım
International journal of hydrogen energy 39 (11), 5733-5746, 2014
872014
Significant parameters and technological advancements in biodiesel production systems
ME Günay, L Türker, NA Tapan
Fuel 250, 27-41, 2019
752019
Statistical review of dry reforming of methane literature using decision tree and artificial neural network analysis
AN Şener, ME Günay, A Leba, R Yıldırım
Catalysis Today 299, 289-302, 2018
682018
Recent advances in knowledge discovery for heterogeneous catalysis using machine learning
M Erdem Günay, R Yıldırım
Catalysis Reviews 63 (1), 120-164, 2021
642021
Exploring the critical factors of algal biomass and lipid production for renewable fuel production by machine learning
A Coşgun, ME Günay, R Yıldırım
Renewable Energy 163, 1299-1317, 2021
602021
Forecasting annual natural gas consumption using socio-economic indicators for making future policies
D Sen, ME Günay, KMM Tunç
Energy 173, 1106-1118, 2019
592019
Neural network analysis of selective CO oxidation over copper-based catalysts for knowledge extraction from published data in the literature
ME Gunay, R Yildirim
Industrial & engineering chemistry research 50 (22), 12488-12500, 2011
552011
Knowledge extraction from catalysis of the past: a case of selective CO oxidation over noble metal catalysts between 2000 and 2012
ME Günay, R Yildirim
ChemCatChem 5 (6), 1395-1406, 2013
452013
Decision tree analysis of past publications on catalytic steam reforming to develop heuristics for high performance: A statistical review
M Baysal, ME Günay, R Yıldırım
International Journal of Hydrogen Energy 42 (1), 243-254, 2017
422017
Structure and activity relationship for CO and O2 adsorption over gold nanoparticles using density functional theory and artificial neural networks
T Davran-Candan, ME Günay, R Yıldırım
The Journal of chemical physics 132 (17), 2010
422010
Neural network aided design of Pt-Co-Ce/Al2O3 catalyst for selective CO oxidation in hydrogen-rich streams
ME Günay, R Yıldırım
Chemical engineering journal 140 (1-3), 324-331, 2008
412008
Constructing global models from past publications to improve design and operating conditions for direct alcohol fuel cells
NA Tapan, ME Günay, R Yildirim
Chemical Engineering Research and Design 105, 162-170, 2016
352016
CO2 capture over amine-functionalized MCM-41 and SBA-15: Exploratory analysis and decision tree classification of past data
MG Yıldız, T Davran-Candan, ME Günay, R Yıldırım
Journal of CO2 utilization 31, 27-42, 2019
332019
Analysis of past experimental data in literature to determine conditions for high performance in biodiesel production
NA Tapan, R Yıldırım, ME Günay
Source of the Document Biofuels, Bioproducts and Biorefining 10 (4), 422-434, 2016
33*2016
Forecasting electricity consumption of OECD countries: A global machine learning modeling approach
D Sen, KMM Tunç, ME Günay
Utilities policy 70, 101222, 2021
282021
Analysis of selective CO oxidation over promoted Pt/Al2O3 catalysts using modular neural networks: Combining preparation and operational variables
ME Günay, R Yildirim
Applied Catalysis A: General 377 (1-2), 174-180, 2010
282010
Prediction of mean monthly wind speed and optimization of wind power by artificial neural networks using geographical and atmospheric variables: case of Aegean Region of Turkey
D Ulkat, ME Günay
Neural Computing and Applications 30, 3037-3048, 2018
272018
Predicting biodiesel properties and its optimal fatty acid profile via explainable machine learning
M Suvarna, MI Jahirul, WH Aaron-Yeap, CV Augustine, A Umesh, ...
Renewable Energy 189, 245-258, 2022
242022
Decision tree analysis for efficient CO2 utilization in electrochemical systems
ME Günay, L Türker, NA Tapan
Journal of CO2 Utilization 28, 83-95, 2018
222018
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