Deep learning strategies for critical heat flux detection in pool boiling

Pool boiling heat transfer of a copper microporous coating in borated water

(2020) Hwan Yeol Kim et al.   Nuclear Engineering and Technology

A flow feature detection method for modeling pressure distribution around a cylinder in non-uniform flows by using a convolutional neural network

(2020) Shuran Ye et al.   Scientific Reports

Training convolutional neural networks to estimate turbulent sub-grid scale reaction rates

(2019) Corentin J. Lapeyre et al.   COMBUSTION AND FLAME

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

Percolative Scale-Free Behavior in the Boiling Crisis

(2019) Limiao Zhang et al.   PHYSICAL REVIEW LETTERS

Prediction of aerodynamic flow fields using convolutional neural networks

(2019) Saakaar Bhatnagar et al.   COMPUTATIONAL MECHANICS

A coupled wicking and evaporation model for prediction of pool boiling critical heat flux on structured surfaces

(2019) Han Hu et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging

(2019) Fei Gao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep neural network method for predicting the mechanical properties of composites

(2019) Sang Ye et al.   APPLIED PHYSICS LETTERS

Pool boiling enhancement using vapor channels in microporous surfaces

(2019) Minseok Ha et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine

(2019) Zhuyun Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

Water immersion cooling of high power density electronics

(2019) Patrick Birbarah et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Deep Residual Inception Encoder–Decoder Network for Medical Imaging Synthesis

(2019) Fei Gao et al.   IEEE Journal of Biomedical and Health Informatics

Estimation of pool boiling heat transfer coefficient of alumina water-based nanofluids by various artificial intelligence (AI) approaches

(2018) Mohammad Hassanpour et al.   APPLIED THERMAL ENGINEERING

Machine learning classification of boiling regimes with low speed, direct and indirect visualization

(2018) Gustavo M. Hobold et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Data-driven modeling for boiling heat transfer: Using deep neural networks and high-fidelity simulation results

(2018) Yang Liu et al.   APPLIED THERMAL ENGINEERING

SD-CNN: a Shallow-Deep CNN for Improved Breast Cancer Diagnosis

(2018) Fei Gao et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A novel deep learning-based method for damage identification of smart building structures

(2018) Yang Yu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Application of deep transfer learning for automated brain abnormality classification using MR images

(2018) Muhammed Talo et al.   Cognitive Systems Research

A Convolutional Neural Network Model for Predicting a Product's Function, Given Its Form

(2017) Matthew L. Dering et al.   JOURNAL OF MECHANICAL DESIGN

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei et al.   MEDICAL IMAGE ANALYSIS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

(2016) Turker Ince et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Effect of heater orientation on pool boiling heat transfer from sintered copper microporous coating in saturated water

(2016) Seongchul Jun et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Pool Boiling Heat Transfer Enhancement of Water Using Brazed Copper Microporous Coatings

(2016) Seongchul Jun et al.   JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME

Enhancement of Pool Boiling Heat Transfer in Water Using Sintered Copper Microporous Coatings

(2016) Seongchul Jun et al.   Nuclear Engineering and Technology

Review and Projections of Integrated Cooling Systems for Three-Dimensional Integrated Circuits

(2014) Satish G. Kandlikar   JOURNAL OF ELECTRONIC PACKAGING

Role of Wickability on the Critical Heat Flux of Structured Superhydrophilic Surfaces

(2014) Md Mahamudur Rahman et al.   LANGMUIR

Axial development of annular, churn and slug flows in a long vertical tube

(2013) Paulo J. Waltrich et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

Applications of ANNs in flow and heat transfer problems in nuclear engineering: A review work

(2012) Tenglong Cong et al.   PROGRESS IN NUCLEAR ENERGY

Immersion cooling nucleate boiling of high power computer chips

(2011) Mohamed S. El-Genk   ENERGY CONVERSION AND MANAGEMENT

Analysis of CHF in saturated forced convective boiling on a heated surface with impinging jets using artificial neural network and genetic algorithm

(2011) Tenglong Cong et al.   NUCLEAR ENGINEERING AND DESIGN

The clinical use of structural MRI in Alzheimer disease

(2010) Giovanni B. Frisoni et al.   Nature Reviews Neurology

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING