Machine-learning-based heat transfer and pressure drop model for internal flow condensation of binary mixtures

Machine Learning based Models for Pressure Drop Estimation of Two-phase Adiabatic Air-Water Flow in Micro-finned Tubes: Determination of the Most Promising Dimensionless Feature Set

(2021) Behzad Najafi et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Status, Challenges, and Potential for Machine Learning in Understanding and Applying Heat Transfer Phenomena

(2021) Matthew T. Hughes et al.   JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME

Universal condensation heat transfer and pressure drop model and the role of machine learning techniques to improve predictive capabilities

(2021) Matthew T. Hughes et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

A neural network model for free-falling condensation heat transfer in the presence of non-condensable gases

(2021) Eunho Cho et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Analysis of Real Gas Equation of State for CFD Modelling of Twin Screw Expanders with R245fa, R290, R1336mzz(Z) and R1233zd(E)

(2020) Sham Rane et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Condensation of zeotropic mixtures of low-pressure hydrocarbons and synthetic refrigerants

(2020) Srinivas Garimella et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

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

(2020) Liwei Zhou et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Machine learning approach for predicting refrigerant two-phase pressure drop inside Brazed Plate Heat Exchangers (BPHE)

(2020) Giovanni A. Longo et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Machine learning based approach for the prediction of flow boiling/condensation heat transfer performance in mini channels with serrated fins

(2020) Guangya Zhu et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

A new simplified model for condensation heat transfer of zeotropic mixtures inside horizontal tubes

(2019) Han Deng et al.   APPLIED THERMAL ENGINEERING

The hunt for nonflammable refrigerant blends to replace R-134a

(2019) Ian H. Bell et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Using machine learning algorithms to predict the pressure drop during evaporation of R407C

(2018) A. Khosravi et al.   APPLIED THERMAL ENGINEERING

Review of computational studies on boiling and condensation

(2017) Chirag R. Kharangate et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Hydrocarbon mixture condensation inside horizontal smooth tubes

(2016) Malcolm Macdonald et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

In-tube condensation of zeotropic fluid mixtures: A review

(2012) Brian M. Fronk et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID