Prediction of flow regime boundary and pressure drop for hexagonal wire-wrapped rod bundles using artificial neural networks

Image features of a splashing drop on a solid surface extracted using a feedforward neural network

(2022) Jingzu Yee et al.   PHYSICS OF FLUIDS

Artificial neural networks application on friction factor and heat transfer coefficients prediction in tubes with inner helical-finning

(2022) A.N. Skrypnik et al.   APPLIED THERMAL ENGINEERING

Novel models for predicting the shape and motion of an ascending bubble in Newtonian liquids using machine learning

(2022) Wen-Xuan She et al.   PHYSICS OF FLUIDS

Predicting and optimizing multirow film cooling with trenches using gated recurrent unit neural network

(2022) Yaning Wang et al.   PHYSICS OF FLUIDS

Predicting Waves in Fluids with Deep Neural Network

(2022) Indu Kant Deo et al.   PHYSICS OF FLUIDS

Turbulent flow characteristics in an 84-pin rod bundle for typical and damaged spacer grids

(2022) Craig Menezes et al.   PHYSICS OF FLUIDS

Machine learning approach to predict the heat transfer coefficients pertaining to a radiant cooling system coupled with mixed and forced convection

(2022) Ozgen Acikgoz et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

A generalized framework for unsupervised learning and data recovery in computational fluid dynamics using discretized loss functions

(2022) Deepinder Jot Singh Aulakh et al.   PHYSICS OF FLUIDS

Multi-fidelity prediction of spatiotemporal fluid flow

(2022) Sudeepta Mondal et al.   PHYSICS OF FLUIDS

Experimental determination and analysis of the transverse pressure difference in a wire-wrapped rod bundle

(2021) Mason Childs et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Prediction of pressure drop in hexagonal wire-wrapped rod bundles using artificial neural network

(2021) Hansol Kim et al.   NUCLEAR ENGINEERING AND DESIGN

Experimental Investigation of the Subchannel Axial Pressure Drop and Hydraulic Characteristics of a 61-Pin Wire Wrapped Rod Bundle

(2021) Craig Menezes et al.   JOURNAL OF FLUIDS ENGINEERING-TRANSACTIONS OF THE ASME

Experimental Investigation of the Friction Factor of Wire-Wrapped Bundles at Low Velocities Under Natural Circulation Flow Conditions

(2021) Hongyi Yang et al.   NUCLEAR SCIENCE AND ENGINEERING

Multi-fidelity convolutional neural network surrogate model for aerodynamic optimization based on transfer learning

(2021) Peng Liao et al.   PHYSICS OF FLUIDS

Analysis of pressure losses and flow distribution in wire-wrapped hexagonal rod bundles for licensing. Part I: The Pacio-Chen-Todreas Detailed model (PCTD)

(2021) J. Pacio et al.   NUCLEAR ENGINEERING AND DESIGN

Analysis of pressure losses and flow distribution in wire-wrapped hexagonal rod bundles for licensing. Part II: Evaluation of public experimental data

(2021) J. Pacio et al.   NUCLEAR ENGINEERING AND DESIGN

An experiment study of pressure drop and flow distribution in subchannels of a 37-pin wire-wrapped rod bundle

(2020) Yu Liang et al.   APPLIED THERMAL ENGINEERING

Periodicity and transversal pressure distribution in a Wire‐wrapped 19‐Pin fuel assembly

(2020) Dajun Fan et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Experimental Study on the Effect of Localized Blockages on the Friction Factor of a 61-Pin Wire-Wrapped Bundle

(2020) Mason Childs et al.   JOURNAL OF FLUIDS ENGINEERING-TRANSACTIONS OF THE ASME

Adventures in study of the pressure losses in wire-wrapped rod bundle arrays

(2020) Neil Todreas et al.   NUCLEAR ENGINEERING AND DESIGN

Heat transfer experiment in a partially (internally) blocked 19-rod bundle with wire spacers cooled by LBE

(2018) J. Pacio et al.   NUCLEAR ENGINEERING AND DESIGN

The upgraded Cheng and Todreas correlation for pressure drop in hexagonal wire-wrapped rod bundles

(2018) S.K. Chen et al.   NUCLEAR ENGINEERING AND DESIGN

Application of artificial neural network for accelerated optimization of ultra thin organic solar cells

(2018) Mine Kaya et al.   SOLAR ENERGY

PIV measurements of turbulent flows in a 61-pin wire-wrapped hexagonal fuel bundle

(2017) Thien Nguyen et al.   INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW

Pressure Measurements in a Wire-Wrapped 61-Pin Hexagonal Fuel Bundle

(2017) Rodolfo Vaghetto et al.   JOURNAL OF FLUIDS ENGINEERING-TRANSACTIONS OF THE ASME

Flow Distribution and Pressure Loss in Subchannels of a Wire-Wrapped 37-pin Rod Bundle for a Sodium-Cooled Fast Reactor

(2016) Seok-Kyu Chang et al.   Nuclear Engineering and Technology

Evaluation of existing correlations for the prediction of pressure drop in wire-wrapped hexagonal array pin bundles

(2013) S.K. Chen et al.   NUCLEAR ENGINEERING AND DESIGN

The thermal hydraulics in a rod bundle representative of the start-up core of the ALLEGRO Gas cooled Fast Reactor—Experimental and numerical approaches

(2010) Marc Berthoux et al.   NUCLEAR ENGINEERING AND DESIGN