Machine learning algorithms to predict flow condensation heat transfer coefficient in mini/micro-channel utilizing universal data

Artificial neural network analysis the pulsating Nusselt number and friction factor of TiO 2 /water nanofluids in the spirally coiled tube with magnetic field

(2018) P. Naphon et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Sensitivity analysis and application of machine learning methods to predict the heat transfer performance of CNT/water nanofluid flows through coils

(2018) Alireza Baghban et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

ANN, numerical and experimental analysis on the jet impingement nanofluids flow and heat transfer characteristics in the micro-channel heat sink

(2018) P. Naphon et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption

(2017) Muhammad Waseem Ahmad et al.   ENERGY AND BUILDINGS

Convective heat transfer and pressure drop study on nanofluids in double-walled reactor by developing an optimal multilayer perceptron artificial neural network

(2017) Alireza Mohammadi Ghahdarijani et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Condensation heat transfer of low GWP ORC working fluids in a horizontal smooth tube

(2017) Goohyun Ghim et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Experimental investigation of condensation heat transfer and pressure drop of propane, R1234ze(E) and R22 in minichannels

(2016) Na Liu et al.   APPLIED THERMAL ENGINEERING

Condensation heat transfer characteristics of R134a flowing inside mini circular and flattened tubes

(2016) Jatuporn Kaew-On et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Neural networks: An overview of early research, current frameworks and new challenges

(2016) Alberto Prieto et al.   NEUROCOMPUTING

Experimental two-phase heat transfer coefficient and frictional pressure drop inside mini-channels during condensation with R1234yf and R134a

(2015) F. Illán-Gómez et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Numerical simulation of condensation for R410A at varying saturation temperatures in mini/micro tubes

(2015) Jingzhi Zhang et al.   NUMERICAL HEAT TRANSFER PART A-APPLICATIONS

Simulation of condensation flow in a rectangular microchannel

(2013) Sihan Chen et al.   CHEMICAL ENGINEERING AND PROCESSING

Heat transfer and pressure drop during condensation of R152a in circular and square microchannels

(2013) Na Liu et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Modelling and multi-objective optimisation of the convective heat transfer characteristics and pressure drop of low concentration TiO2–water nanofluids in the turbulent flow regime

(2013) M. Mehrabi et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Volume of fluid-based numerical modeling of condensation heat transfer and fluid flow characteristics in microchannels

(2013) H. Ganapathy et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Condensation heat transfer characteristics of R-134a flowing inside the multiport minichannels

(2013) Kittipong Sakamatapan et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Condensation heat transfer and pressure drop characteristics of CO2 in a microchannel

(2013) Jaehyeok Heo et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Universal approach to predicting heat transfer coefficient for condensing mini/micro-channel flow

(2012) Sung-Min Kim et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Experimental study on condensation heat transfer and pressure drop in horizontal smooth tube for R1234ze(E), R32 and R410A

(2012) Md. Anowar Hossain et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Condensation heat transfer characteristics of R-22, R-134a and R-410A in a single circular microtube

(2011) Hoo-Kyu Oh et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Gradient boosting trees for auto insurance loss cost modeling and prediction

(2011) Leo Guelman   EXPERT SYSTEMS WITH APPLICATIONS

An Improved and Extended General Correlation for Heat Transfer During Condensation in Plain Tubes

(2011) M. Mohammed Shah   HVAC&R RESEARCH

Comparative investigations of the condensation of R134a and R404A refrigerants in pipe minichannels

(2011) Tadeusz Bohdal et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Flow condensation in parallel micro-channels ? Part 1: Experimental results and assessment of pressure drop correlations

(2011) Sung-Min Kim et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Theoretical model for annular flow condensation in rectangular micro-channels

(2011) Sung-Min Kim et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Flow condensation in parallel micro-channels ? Part 2: Heat transfer results and correlation technique

(2011) Sung-Min Kim et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Condensation heat transfer in square, triangular, and semi-circular mini-channels

(2011) Melanie Derby et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

In-tube condensation heat transfer of CO2 at low temperatures in a horizontal smooth tube

(2011) Ossama Iqbal et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Effect of Gravity During Condensation of R134a in a Circular Minichannel

(2011) Enrico Da Riva et al.   MICROGRAVITY SCIENCE AND TECHNOLOGY

Experimental study on condensation heat transfer in vertical minichannels for new refrigerant R1234ze(E) versus R134a and R236fa

(2010) J.E. Park et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Measurement and modeling of condensation heat transfer in non-circular microchannels

(2010) Akhil Agarwal et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Heat transfer and pressure drop during condensation of the low GWP refrigerant R1234yf

(2010) D. Del Col et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Prediction of pressure drop using artificial neural network for non-Newtonian liquid flow through piping components

(2010) Nirjhar Bar et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Experimental study on condensation heat transfer inside a single circular minichannel

(2009) Marko Matkovic et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

CO2 flow condensation heat transfer and pressure drop in multi-port microchannels at low temperatures

(2009) Chang Yong Park et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Influence of oil on flow condensation heat transfer of R410A inside 4.18mm and 1.6mm inner diameter horizontal smooth tubes

(2009) Xiangchao Huang et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Experimental investigation of condensation of hydrocarbon refrigerants (R600a) in a horizontal smooth tube

(2008) Özden Ağra et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Direct Numerical Simulation of Condensing Stratified Flow

(2008) Djamel Lakehal et al.   JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME