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Andaç Batur Çolak

Nigde Omer Halisdemir University

33H指数
169论文数
3.3K被引数
收录论文 63
发表时间
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Predictive modeling of a 100 MJ cascaded packed-bed thermal energy storage system with macro-encapsulated PCMs using XGBoost machine learning: Experimental data integration and performance analysis基于XGBoost机器学习的100 MJ级联填充床热能存储系统（含宏观封装相变材料）的预测建模：实验数据集成与性能分析
errEnergy
IF9.4
err2026-09-04
err0
PREAI
errAndaç Batur Çolak
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err收藏
Machine Learning-Based Performance Analysis of Solar Thermal Storage Tanks with Fin-Configured Phase Change Materials基于机器学习的太阳能热储能储罐性能分析（带翅片配置的相变材料）
errEnergies
IF3.2
err2026-09-04
err0
errOAAI
errAndaç Batur Çolak; Cuma Kılınç
err分享
err收藏
Accelerating Sustainable Hydrogen Production: A Scalable Machine Learning Approach for Predictive Modeling and Performance Assessment of Proton Exchange Membrane Electrolyzers加速可持续氢气生产：用于质子交换膜电解槽预测建模与性能评估的可扩展机器学习方法
errProcesses
IF2.8
err2026-09-01
err0
errOAAI
errAndaç Batur Çolak; Cuma Kılınç
err分享
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Predicting Miscarriage Risk Based on Periodontal and Hematological Parameters Using Artificial Neural Network and XGBoost Models基于牙周和血液学参数，利用人工神经网络和XGBoost模型预测流产风险
errDiagnostics
IF3.3
err2026-08-30
err0
errOAAI
errMehmet Özsan; İsa Temur; Katibe Tuğçe Temur; Andaç Batur Çolak
err分享
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A Hybrid and Comparative Machine Learning Framework for Predicting Gestational Diabetes Mellitus via a Prospective Case-Control Design: A Pilot Study Integrating Periodontal Health and Hematological Inflammatory Markers基于前瞻性病例对照设计的混合与比较机器学习框架用于预测妊娠期糖尿病：一项整合牙周健康和血液学炎症标志物的试点研究
errMetabolites
IF3.7
err2026-08-30
err0
errOAAI
errİsa Temur; Mehmet Özsan; Katibe Tuğçe Temur; Andaç Batur Çolak
err分享
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Predictive modeling of soaked and unsoaked California bearing ratio for coarse and fine-grained soils: a comparative study using XGBoost and ANN architectures加州承载比（CBR）浸泡与非浸泡状态下的预测建模：基于XGBoost和ANN架构的粗粒土与细粒土比较研究
errScientific Reports
IF3.9
err2026-08-27
err0
errOAAI
errAndaç Batur Çolak; Firdevs Uysal; Esra Tatlıoğlu
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Classification model of preterm prelabor rupture of membranes risk using an artificial neural network model based on hematological, dental, and periodontal markers基于血液学、牙科和牙周标志物的人工神经网络模型对早产胎膜早破风险的分类模型
errBMC Oral Health
IF3.1
err2026-08-18
err0
errOAAI
errMehmet Özsan; İsa Temur; Katibe Tuğçe Temur; Andaç Batur Çolak
err分享
err收藏
Optimization of automotive HVAC performance and passenger comfort through intelligent algorithms通过智能算法优化汽车HVAC性能和乘客舒适性
errJournal of Thermal Analysis and Calorimetry
IF3.1
err2026-06-17
err0
errOAAI
errAli Hussein Abdulkarim; Andaç Batur Çolak; Ali Ates; Mohammed Alharbi; Yakup Karakoyun; Ahmet Selim Dalkilic
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Comparative performance analysis of artificial neural networks and XGBoost in predicting the electrochemical behavior of methylated clay-modified membranes for vanadium redox flow batteries人工神经网络与XGBoost在预测甲基化黏土改性膜用于钒红氧化流电池的电化学行为中的比较性能分析
errJournal of Energy Storage
IF9.8
err2026-04-28
err0
PREAI
errAndaç Batur Çolak
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MACHINE LEARNING APPLICATIONS IN EXPERIMENTAL THERMAL PERFORMANCE EVALUATION OF SHELL-AND-TUBE PHASE CHANGE STORAGE UNITS WITH AN INNER SQUARE TUBE机器学习在带内方形管的壳管式相变储能单元实验热性能评估中的应用
errHeat Transfer Research
IF1.6
err2026-04-15
err0
PREAI
errColak, Andac Batur
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Advancing solid oxide electrolysis cell research: A machine learning and experimental data-based approach to stack behavior and syngas production control for sustainable energy推进固体氧化物电解池研究：一种基于机器学习和实验数据的堆叠行为及合成气生产控制方法，以实现可持续能源
errJournal of Power Sources
IF7.9
err2026-04-04
err0
PREAI
errAndaç Batur Çolak
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Machine learning-based thermal predictions trained on experimental data for multichannel flat-tube bilateral liquid-cooled lithium-ion batteries基于机器学习的热预测，该预测是基于实验数据训练的，适用于多通道扁平管双向液体冷却锂离子电池
errJournal of Energy Storage
IF9.8
err2026-03-04
err0
PREAI
errAndaç Batur Çolak
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Extreme gradient boosting (XGBoost) prediction of latent heat storage in Conical-Fin solar thermal units with Graphene-Alumina Hybrid-Nano-Additives锥形翅片太阳能热单元中石墨烯-氧化铝复合纳米添加剂的潜热存储的极端梯度提升（XGBoost）预测
errHeat and Mass Transfer
IF2
err2026-01-28
err1
PREAI
errColak, Andac Batur
err分享
err收藏
Machine learning approach for multi-parameter performance estimations of EC fan coil units using heating tentative database
errInternational Communications in Heat and Mass Transfer
IF6.4
err2026-01-22
err0
PREAI
errBurak Uguz; Andaç Batur Çolak; Yakup Karakoyun; Zafer Gemici; Ozgen Acikgoz; Ahmet Selim Dalkilic
err分享
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Prediction of experimental condensation heat transfer characteristics of helically coiled tube-in-shell type heat exchangers by Artificial Neural Network and XGBoost基于人工神经网络和XGBoost对壳管式螺旋盘管换热器实验冷凝传热特性的预测
errProceedings of the Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science
IF1.7
err2026-01-01
err1
PREAI
errOnal, Busra Selenay; Colak, Andac Batur; Dalkilic, Ahmet Selim
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A COMPARATIVE PERFORMANCE ANALYSIS OF DIFFERENT MACHINE LEARNING ALGORITHMS IN EFFICIENCY OPTIMIZATION OF A NANOFLUID-COOLED PHOTOVOLTAIC THERMAL SYSTEM不同机器学习算法在纳米流体冷却的光伏热系统效率优化中的性能比较分析
errHeat Transfer Research
IF1.6
err2026-01-01
err0
PREAI
errColak, Andac Batur
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Investigating the sensitivity of nanofluid flow around a cylindrical disk: A study of Walter's B nanofluid using response surface methodology and artificial neural networks研究圆柱盘周围纳米流体流动的敏感性：基于响应面法与人工神经网络的Walter's B纳米流体研究
errJOURNAL OF ENGINEERING RESEARCH
IF2.2
err2025-12-01
err8
errOAAI
errShafiq, Anum; Colak, Andac Batur; Sindhu, Tabassum Naz; Abushal, Tahani A.
err分享
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Artificial neural network modeling for multi-parameter performance prediction of electronically commutated fan coils based on experimental data基于实验数据的人工神经网络建模，用于电子换向风机盘管的多元参数性能预测
errJournal of Thermal Analysis and Calorimetry
IF3.1
err2025-11-11
err0
PREAI
errBurak Uguz; Andaç Batur Çolak; Yakup Karakoyun; Zafer Gemici; Ahmet Selim Dalkilic
err分享
err收藏
Google trend index as an investor sentiment proxy in cryptomarket: nonlinear relationships with cryptomarket and predicting bitcoin returns with machine learning approach谷歌趋势指数作为加密货币市场投资者情绪代理指标：与加密货币市场的非线性关系，以及利用机器学习方法预测比特币收益
errCENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH
IF2.3
err2025-11-01
err0
PREAI
errKoy, Ayben; Demir, Semra; Colak, Andac Batur
err分享
err收藏
Performance analysis of different artificial intelligence algorithms in estimating wax appearance distance in thick-walled crude oil pipeline不同人工智能算法在估算厚壁原油管道蜡析出距离中的性能分析
errModeling Earth Systems and Environment
IF2.9
err2025-09-18
err0
PREAI
errAndaç Batur Çolak
err分享
err收藏

研究方向

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