Using Gaussian Process Regression (GPR) models with the Matérn covariance function to predict the dynamic viscosity and torque of SiO2/Ethylene glycol nanofluid: A machine learning approach
出版年份 2023 全文链接
标题
Using Gaussian Process Regression (GPR) models with the Matérn covariance function to predict the dynamic viscosity and torque of SiO2/Ethylene glycol nanofluid: A machine learning approach
作者
关键词
-
出版物
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Volume 122, Issue -, Pages 106107
出版商
Elsevier BV
发表日期
2023-03-17
DOI
10.1016/j.engappai.2023.106107
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Synthesis, stability, density, viscosity of ethylene glycol-based ternary hybrid nanofluids: Experimental investigations and model -prediction using modern machine learning techniques
- (2022) Zafar Said et al. POWDER TECHNOLOGY
- Effects of variable magnetic field on particle fouling properties of magnetic nanofluids in a novel thermal exchanger system
- (2022) Fan Fan et al. INTERNATIONAL JOURNAL OF THERMAL SCIENCES
- Petroleum viscosity modeling using least squares and ANN methods
- (2022) Dicho Stratiev et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Application of artificial intelligence and using optimal ANN to predict the dynamic viscosity of Hybrid nano-lubricant containing Zinc Oxide in Commercial oil
- (2022) Mohammad Hemmat Esfe et al. COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS
- Experimental Study and ANN Analysis of Rheological Behavior of Mineral Oil-Based SiO2 Nanofluids
- (2022) S. K. Amizhtan et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Viscosity of CuO nanofluids: Experimental investigation and modelling with FFBP-ANN
- (2022) Amir Yousuf Bhat et al. THERMOCHIMICA ACTA
- Designing the best ANN topology for predicting the dynamic viscosity and rheological behavior of MWCNT-CuO (30:70)/ SAE 50 nano-lubricant
- (2022) Mohammad Hemmat Esfe et al. COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS
- Statistical modeling and investigation of thermal characteristics of a new nanofluid containing cerium oxide powder
- (2022) Behrooz Ruhani et al. Heliyon
- Experimental study on the influence of bionic channel structure and nanofluids on power generation characteristics of waste heat utilisation equipment
- (2021) Jianglin Tu et al. APPLIED THERMAL ENGINEERING
- Development of structure-informed artificial neural network for accurately modeling viscosity of multicomponent molten slags
- (2021) Ziwei Chen et al. CERAMICS INTERNATIONAL
- ANN-based structure-viscosity relationship model of multicomponent slags for production design in mineral wool
- (2021) Ziwei Chen et al. CONSTRUCTION AND BUILDING MATERIALS
- Heat transfer and flow visualization of pulsating heat pipe with silica nanofluid: An experimental study
- (2021) Dongwei Zhang et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Thermofluidic characteristic of a nanofluid-cooled oblique fin heat sink: An experimental and numerical investigation
- (2021) Badyanath Tiwary et al. INTERNATIONAL JOURNAL OF THERMAL SCIENCES
- Numerical simulation of flow and heat transfer characteristics of nanofluids in built-in porous twisted tape tube
- (2021) Yuxing Wang et al. POWDER TECHNOLOGY
- Numerical analysis of flow and heat characteristic around micro-ribbed tube in heat exchanger system
- (2021) Jianglin Tu et al. POWDER TECHNOLOGY
- Influence of particle size on the effective thermal conductivity of nanofluids: A critical review
- (2020) Tehmina Ambreen et al. APPLIED ENERGY
- An experimental study on characterization, stability and dynamic viscosity of CuO-TiO2/water hybrid nanofluid
- (2020) Amin Asadi et al. JOURNAL OF MOLECULAR LIQUIDS
- Statistical investigation for developing a new model for rheological behavior of ZnO–Ag (50%–50%)/Water hybrid Newtonian nanofluid using experimental data
- (2019) Behrooz Ruhani et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Statistical investigation for developing a new model for rheological behavior of Silica–ethylene glycol/Water hybrid Newtonian nanofluid using experimental data
- (2019) Behrooz Ruhani et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Correct interpretation of nanofluid convective heat transfer
- (2018) M.H. Buschmann et al. INTERNATIONAL JOURNAL OF THERMAL SCIENCES
- An experimental study on rheological behavior of ethylene glycol based nanofluid: Proposing a new correlation as a function of silica concentration and temperature
- (2017) Mohammad Akbari et al. JOURNAL OF MOLECULAR LIQUIDS
- Viscosity of nanofluids: A review of recent experimental studies
- (2016) Kazem Bashirnezhad et al. INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
- A review on preparation, characterization, properties and applications of nanofluids
- (2016) Dhinesh Kumar Devendiran et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Ethylene glycol: properties, synthesis, and applications
- (2012) Hairong Yue et al. CHEMICAL SOCIETY REVIEWS
- Investigations of thermal conductivity and viscosity of nanofluids
- (2007) S.M.S. Murshed et al. INTERNATIONAL JOURNAL OF THERMAL SCIENCES
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started