Prediction for Flow Boiling Heat Transfer in Small Diameter Tube Using Deep Learning

[1]  Yu Zhu,et al.  Influence of 0° helix angle micro fins on flow and heat transfer of R32 evaporating in a horizontal mini multichannel flat tube , 2015 .

[2]  Shizuo Saitoh,et al.  Effect of tube diameter on boiling heat transfer of R-134a in horizontal small-diameter tubes , 2005 .

[3]  K. Kariya,et al.  Boiling Heat Transfer and Pressure Drop of a Refrigerant R32 Flowing in a Small Horizontal Tube , 2016 .

[4]  J. C. Chen Correlation for Boiling Heat Transfer to Saturated Fluids in Convective Flow , 1966 .

[5]  Minxia Li,et al.  Flow boiling heat transfer of HFO1234yf and R32 refrigerant mixtures in a smooth horizontal tube: Part I. Experimental investigation , 2012 .

[6]  Y. Nesterov A method for unconstrained convex minimization problem with the rate of convergence o(1/k^2) , 1983 .

[7]  Percy Liang,et al.  Understanding Black-box Predictions via Influence Functions , 2017, ICML.

[8]  K. Kariya,et al.  Boiling Heat Transfer and Pressure Drop of a Refrigerant Flowing Vertically Upward in Small Rectangular and Triangular Tubes , 2013 .

[9]  P. Kew,et al.  Correlations for the prediction of boiling heat transfer in small-diameter channels , 1997 .

[10]  K. Stephan,et al.  Heat-transfer correlations for natural convection boiling , 1980 .

[11]  M. W. Wambsganss,et al.  Small circular- and rectangular-channel boiling with two refrigerants , 1996 .

[12]  G. Longo,et al.  HFC32 and HFC410A flow boiling inside a 4 mm horizontal smooth tube , 2016 .

[13]  D. Fletcher,et al.  Flow boiling heat transfer of Freon R11 and HCFC123 in narrow passages , 2000 .

[14]  E. Hihara,et al.  Correlation for boiling heat transfer of R-134a in horizontal tubes including effect of tube diameter , 2007 .

[15]  W. Zhang,et al.  Correlation for flow boiling heat transfer in mini-channels , 2004 .

[16]  M. W. Wambsganss,et al.  Boiling Heat Transfer in a Horizontal Small-Diameter Tube , 1993 .