A data driven deep neural network model for predicting boiling heat transfer in helical coils under high gravity

Thermal performance investigation of the miniature revolving heat pipes using artificial neural networks and genetic algorithms

(2020) Feng Liang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Numerical study of flow mixing and heat transfer in helical pipes, coiled flow inverters and a novel coiled configuration

(2020) Michael Mansour et al.   CHEMICAL ENGINEERING SCIENCE

Prediction of the minimum film boiling temperature using artificial neural network

(2020) Ammar M. Bahman et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

A good contribution of computational fluid dynamics (CFD) and GA-ANN methods to find the best type of helical wire inserted tube in heat exchangers

(2020) Khashayar Sharifi et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Condensation frictional pressure drop characteristic of R-600a inside the horizontal smooth and dimpled helical coiled tube in shell type heat exchanger

(2020) Anand Kumar Solanki et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Energy and exergy analysis of a parabolic trough collector using helically corrugated absorber tube

(2020) Sanaz Akbarzadeh et al.   RENEWABLE ENERGY

Experimental investigation on thermal behavior of graphene dispersed erythritol PCM in a shell and helical tube latent energy storage system

(2020) V. Mayilvelnathan et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Boiling heat transfer coefficients in a falling film helical coil heat exchanger for the NH3-LiNO3 mixture

(2019) J. Alejandro Hernández-Magallanes et al.   JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME

Effects of abnormal gravity on heat transfer of supercritical CO2 in heated helically coiled tube

(2019) Wanjin Bai et al.   APPLIED THERMAL ENGINEERING

Experimental flow visualization study using particle image velocimetry in a helical coil steam generator with changing lateral pitch geometry

(2019) M. Delgado et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Visualization-based nucleate boiling heat flux quantification using machine learning

(2019) Gustavo M. Hobold et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Automatic detection of the onset of film boiling using convolutional neural networks and Bayesian statistics

(2019) Gustavo M. Hobold et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Adversarial uncertainty quantification in physics-informed neural networks

(2019) Yibo Yang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Two-Phase Flow Condensation Heat Transfer Characteristic of R-600a inside the Horizontal Smooth and Dimpled Helical Coiled Tube in Shell Type Heat Exchanger

(2019) Anand Kumar Solanki et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Heat transfer enhancement and pressure drop by pulsating flow through helically coiled tube: An experimental study

(2019) Hamed Khosravi-Bizhaem et al.   APPLIED THERMAL ENGINEERING

Numerical investigation of thermal-hydraulic parameter distribution characteristics during dryout evolution in the helically coiled once-through steam generator

(2019) Xiang Yu et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Adaptive activation functions accelerate convergence in deep and physics-informed neural networks

(2019) Ameya D. Jagtap et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Improving the efficiency of vacuum tube collectors using new absorbent tubes arrangement: Introducing helical coil and spiral tube adsorbent tubes

(2019) Shayan Gholipour et al.   RENEWABLE ENERGY

Online, quasi-real-time analysis of high-resolution, infrared, boiling heat transfer investigations using artificial neural networks

(2019) Madhumitha Ravichandran et al.   APPLIED THERMAL ENGINEERING

An artificial neural network model to predict mini/micro-channels saturated flow boiling heat transfer coefficient based on universal consolidated data

(2019) Yue Qiu et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Simulation of Boiling Two-Phase Flow in a Helical Coil Steam Generator Using the Spectral Element Code Nek-2P

(2019) Dillon R. Shaver et al.   NUCLEAR TECHNOLOGY

Frictional pressure losses of Non-Newtonian fluids in helical pipes: Applications for automated rheology measurements

(2019) Sercan Gul et al.   Journal of Natural Gas Science and Engineering

Experimental investigation of boiling heat transfer in helically coiled tubes at high pressure

(2018) Yao Xiao et al.   ANNALS OF NUCLEAR ENERGY

Experimental investigation of forced convective condensation heat transfer of hydrocarbon refrigerant in a helical tube

(2018) Jiawen Yu et al.   APPLIED THERMAL ENGINEERING

Dryout quality prediction for boiling two-phase flow in vertical helically coiled tubes

(2018) Xiaojuan Niu et al.   APPLIED THERMAL ENGINEERING

New void fraction equations for two-phase flow in helical heat exchangers using artificial neural networks

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

Heat transfer distribution in helical coil flow boiling system

(2018) B.K. Hardik et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Use of artificial neural network approach for depicting mass flow rate of R134a /LPG refrigerant through straight and helical coiled adiabatic capillary tubes of vapor compression refrigeration system

(2018) Jatinder Gill et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

Boiling pressure drop, local heat transfer distribution and critical heat flux in helical coils with R123

(2018) B.K. Hardik et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Non-uniform wall temperature distribution of nucleate boiling heat transfer in helically coiled tubes

(2018) Baozhi Sun et al.   NUCLEAR ENGINEERING AND DESIGN

Experimental investigation of subcooled flow boiling heat transfer in helical coils

(2018) Shuo Chen et al.   NUCLEAR ENGINEERING AND DESIGN

Evaluation of micromixing in helically coiled microreactors using artificial intelligence approaches

(2018) Mahtab Izadi et al.   CHEMICAL ENGINEERING JOURNAL

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

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

(2018) M. Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Experimental investigation of heat transfer in coiled tube type molten salt steam generator

(2018) Zijian Huang et al.   APPLIED THERMAL ENGINEERING

Intensified transesterification of mixture of edible and nonedible oils in reverse flow helical coil reactor for biodiesel production

(2018) Jharna Gupta et al.   RENEWABLE ENERGY

An experimental study on subcooled flow boiling heat transfer characteristics of R134a in vertical helically coiled tubes

(2017) Lingjian Kong et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Experimental study on CHF of R134a flow boiling in a horizontal helically-coiled tube near the critical pressure

(2017) Luzhi Tan et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Boiling pressure drop and local heat transfer distribution of helical coils with water at low pressure

(2017) B.K. Hardik et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Flow boiling heat transfer in a helically coiled steam generator for nuclear power applications

(2016) Lorenzo Santini et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Phase distributions of boiling flow in helical coils in high gravity

(2015) Liyao Xie et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

High gravity influence on boiling heat transfer in helical coils

(2014) Liyao Xie et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER