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M

M. Erdem Günay

istanbul bilgi university

25H指数
54论文数
1.7K被引数
收录论文 35
发表时间
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Exploration of the reverse osmosis desalination process by explainable machine learning to support sustainable development goal 6: Clean water and sanitation通过可解释机器学习探索反渗透海水淡化过程，以支持可持续发展目标6：清洁饮水和卫生设施
errJournal of Cleaner Production
IF10
err2025-11-10
err0
PREAI
errMenekşe Aydın; K.M. Murat Tunç; M. Erdem Günay
err分享
err收藏
Multi-objective optimization of PEM electrolyzers using deep neural networks and gradient boost regressor-particle swarm optimization framework质子交换膜电解槽的多目标优化：基于深度神经网络和梯度提升回归器-粒子群优化框架
errInternational Journal of Hydrogen Energy
IF8.3
err2025-07-24
err0
PREAI
errN. Alper Tapan; M. Erdem Günay
err分享
err收藏
Explainable machine learning analysis of tri-reforming of biogas for sustainable syngas production基于可解释机器学习分析的生物气三重重整可持续合成气生产
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2025-05-01
err0
PREAI
errCosgun, Ahmet; Gunay, M. Erdem
err分享
err收藏
Machine learning for a sustainable energy future面向可持续能源未来的机器学习
errCHEMICAL COMMUNICATIONS
IF4.2
err2025-01-01
err0
PREAI
errOral, Burcu; Cosgun, Ahmet; Kilic, Aysegul; Eroglu, Damla; Gunay, M. Erdem; Yildirim, Ramazan
err分享
err收藏
Machine Learning-Based Analysis of Sustainable Biochar Production Processes
errBIOENERGY RESEARCH
IF3
err2024-08-10
err0
PREAI
errCosgun, Ahmet; Oral, Burcu; Gunay, M. Erdem; Yildirim, Ramazan
err分享
err收藏
Machine learning solutions for enhanced performance in plant-based microbial fuel cells
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2024-08-01
err3
PREAI
errGurbuz, Tugba; Gunay, M. Erdem; Tapan, N. Alper
err分享
err收藏
Machine learning-based exploration of biochar for environmental management and remediation基于机器学习的生物炭环境治理与修复研究
errJOURNAL OF ENVIRONMENTAL MANAGEMENT
IF8.4
err2024-06-01
err9
PREAI
errOral, Burcu; Cosgun, Ahmet; Guenay, M. Erdem; Yildirim, Ramazan
err分享
err收藏
Exploring the Critical Factors of Biomass Pyrolysis for Sustainable Fuel Production by Machine Learning
errSUSTAINABILITY
IF3.3
err2023-10-15
err6
errOAAI
errIscen, Asya; Oznacar, Kerem; Tunc, K. M. Murat; Gunay, M. Erdem
err分享
err收藏
Analysis of PEM and AEM electrolysis by neural network pattern recognition, association rule mining and LIME
errENERGY AND AI
IF9.6
err2023-07-01
err16
errOAAI
errGunay, M. Erdem; Tapan, N. Alper
err分享
err收藏
A critical review of machine learning for lignocellulosic ethanol production via fermentation route
errBIOFUEL RESEARCH JOURNAL-BRJ
IF11.9
err2023-06-01
err18
errOAAI
errCosgun, Ahmet; Gunay, M. Erdem; Yildirim, Ramazan
err分享
err收藏
Smart paradigm to predict copper surface area of Cu/ZnO/Al2O3 catalyst based on synthesis parameters
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2023-03-01
err8
PREAI
errSaffary, Soheil; Rafiee, Mansoureh; Saeidi, Mohammadreza; Gunay, M. Erdem; Zendehboudi, Sohrab
err分享
err收藏
Machine learning for algal biofuels: a critical review and perspective for the future
errGREEN CHEMISTRY
IF9.2
err2023-01-01
err10
PREAI
errCosgun, Ahmet; Gunay, M. Erdem; Yildirim, Ramazan
err分享
err收藏
Analysis of lipid production from Yarrowia lipolytica for renewable fuel production by machine learning通过机器学习分析来自脂溶耶氏酵母的脂质生产用于可再生燃料生产
errFUEL
IF7.5
err2022-05-01
err12
PREAI
errCosgun, Ahmet; Gunay, M. Erdem; Yildirim, Ramazan
err分享
err收藏
Predicting biodiesel properties and its optimal fatty acid profile via explainable machine learning
errRENEWABLE ENERGY
IF9.1
err2022-04-01
err35
PREAI
errSuvarna, Manu; Jahirul, Mohammad Islam; Aaron-Yeap, Wai Hung; Augustine, Cheryl Valencia; Umesh, Anushri; Rasul, Mohammad Golam; Gunay, Mehmet Erdem; Yildirim, Ramazan; Janaun, Jidon
err分享
err收藏
Analysis and modeling of high-performance polymer electrolyte membrane electrolyzers by machine learning
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2022-01-01
err26
PREAI
errGunay, M. Erdem; Tapan, N. Alper; Akkoc, Gizem
err分享
err收藏
Forecasting electricity consumption of OECD countries: A global machine learning modeling approach经合组织国家用电量预测: 全球机器学习建模方法
errpolicy sciences
IF4.4
err2021-06-01
err20
PREAI
errSen, Doruk; Tunc, K. M. Murat; Gunay, M. Erdem
err分享
err收藏
Exploring the critical factors of algal biomass and lipid production for renewable fuel production by machine learning通过机器学习探索藻类生物量和脂质生产用于可再生燃料生产的关键因素
errRENEWABLE ENERGY
IF9.1
err2021-01-01
err65
PREAI
errCosgun, Ahmet; Gunay, M. Erdem; Yildirim, Ramazan
err分享
err收藏
Recent advances in knowledge discovery for heterogeneous catalysis using machine learning基于机器学习的非均相催化知识发现研究进展
errCATALYSIS REVIEWS-SCIENCE AND ENGINEERING
IF10.1
err2020-06-02
err63
PREAI
errGunay, M. Erdem; Yildirim, Ramazan
err分享
err收藏
Significant parameters and technological advancements in biodiesel production systems
errFUEL
IF7.5
err2019-08-01
err55
PREAI
errGunay, M. Erdem; Turker, Lemi; Tapan, N. Alper
err分享
err收藏
CO2 capture over amine-functionalized MCM-41 and SBA-15: Exploratory analysis and decision tree classification of past data胺官能化MCM-41和SBA-15上的CO2捕获: 过去数据的探索性分析和决策树分类
errJOURNAL OF CO2 UTILIZATION
IF8.4
err2019-05-01
err30
PREAI
errYildiz, Merve G.; Davran-Candan, Tugba; Gunay, M. Erdem; Yildirim, Ramazan
err分享
err收藏

研究方向

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合作学者
合作期刊
M
M.G. Rasul
H 指数: 67 · 论文数: 525
S
Sohrab Zendehboudi
H 指数: 63 · 论文数: 431
E
Ebru Toksoy Öner
H 指数: 40 · 论文数: 208
M
M.I. Jahirul
H 指数: 37 · 论文数: 126
R
Ramazan Yıldırım
H 指数: 32 · 论文数: 118
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