Neural-based time series forecasting of loss of coolant accidents in nuclear power plants

Loss of coolant accident analysis under restriction of reverse flow

(2019) Majdi I. Radaideh et al.   Nuclear Engineering and Technology

Analyzing nuclear reactor simulation data and uncertainty with the Group Method of Data Handling

(2019) Majdi I. Radaideh et al.   Nuclear Engineering and Technology

Deep rectifier neural network applied to the accident identification problem in a PWR nuclear power plant

(2019) Marcelo Carvalho dos Santos et al.   ANNALS OF NUCLEAR ENERGY

Novel fault diagnosis scheme utilizing deep learning networks

(2019) Hanan A. Saeed et al.   PROGRESS IN NUCLEAR ENERGY

Surrogate modeling of advanced computer simulations using deep Gaussian processes

(2019) Majdi I. Radaideh et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Autonomous operation algorithm for safety systems of nuclear power plants by using long-short term memory and function-based hierarchical framework

(2018) Daeil Lee et al.   ANNALS OF NUCLEAR ENERGY

Intelligent intrusion detection system featuring a virtual fence, active intruder detection, classification, tracking, and action recognition

(2018) Seung Hyun Kim et al.   ANNALS OF NUCLEAR ENERGY

NB-CNN: Deep Learning-Based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion

(2018) Fu-Chen Chen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

An accident diagnosis algorithm using long short-term memory

(2018) Jaemin Yang et al.   Nuclear Engineering and Technology

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

(2018) Yang Liu et al.   APPLIED THERMAL ENGINEERING

Best Estimate Plus Uncertainty analysis of a large break LOCA on Generation III reactor with RELAP5

(2018) Jun Yang et al.   ANNALS OF NUCLEAR ENERGY

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

Estimation of LOCA Break Size Using Cascaded Fuzzy Neural Networks

(2017) Geon Pil Choi et al.   Nuclear Engineering and Technology

Analysis of LBLOCA using best estimate plus uncertainties for three-loop nuclear power plant power uprate

(2016) Dong Gu Kang   ANNALS OF NUCLEAR ENERGY

Reactor Vessel Water Level Estimation During Severe Accidents Using Cascaded Fuzzy Neural Networks

(2016) Dong Yeong Kim et al.   Nuclear Engineering and Technology

AP1000® SBLOCA simulations with TRACE code

(2015) J. Montero-Mayorga et al.   ANNALS OF NUCLEAR ENERGY

AP1000® Large-Break LOCA BEPU analysis with TRACE code

(2015) C. Queral et al.   ANNALS OF NUCLEAR ENERGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Effect of the Fukushima nuclear disaster on global public acceptance of nuclear energy

(2013) Younghwan Kim et al.   ENERGY POLICY

The effect of fuel thermal conductivity on the behavior of LWR cores during loss-of-coolant accidents

(2013) Kurt A. Terrani et al.   JOURNAL OF NUCLEAR MATERIALS

The Best Estimate Plus Uncertainty (BEPU) approach in licensing of current nuclear reactors

(2012) F. D’Auria et al.   NUCLEAR ENGINEERING AND DESIGN

A review of CCFL phenomenon

(2011) S. Al Issa et al.   ANNALS OF NUCLEAR ENERGY

A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing

(2011) Christopher J. Roy et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Diagnostics of Loss of Coolant Accidents Using SVC and GMDH Models

(2011) Sung Han Lee et al.   IEEE TRANSACTIONS ON NUCLEAR SCIENCE

Detection and Diagnostics of Loss of Coolant Accidents Using Support Vector Machines

(2008) Man Gyun Na et al.   IEEE TRANSACTIONS ON NUCLEAR SCIENCE