Artificial neural network for predicting nuclear power plant dynamic behaviors

A data driven artificial neural network model for predicting radiative properties of metallic packed beds

(2019) Hyun Hee Kang et al.   JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER

System dynamics simulation of the thermal dynamic processes in nuclear power plants

(2019) Mohamed El-Sefy et al.   Nuclear Engineering and Technology

A data-driven framework for error estimation and mesh-model optimization in system-level thermal-hydraulic simulation

(2019) Han Bao et al.   NUCLEAR ENGINEERING AND DESIGN

Demonstration of the validity of the early warning in online monitoring system for nuclear power plants

(2019) Ji Ho Min et al.   NUCLEAR ENGINEERING AND DESIGN

Data-driven modeling and learning in science and engineering

(2019) Francisco J. Montáns et al.   COMPTES RENDUS MECANIQUE

Automated data-driven modeling of building energy systems via machine learning algorithms

(2019) Martin Rätz et al.   ENERGY AND BUILDINGS

Uncertainty analysis of a large break loss of coolant accident in a pressurized water reactor using non-parametric methods

(2018) F. Sanchez-Saez et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Sensitivity methods for effective delayed neutron fraction and neutron generation time with summon

(2018) P. Romojaro et al.   ANNALS OF NUCLEAR ENERGY

Application of the best-estimate plus uncertainty approach on a BWR ATWS transient using the NURESIM European code platform

(2017) Yann Perin et al.   NUCLEAR ENGINEERING AND DESIGN

Nodal models of Pressurized Water Reactor core for control purposes – A comparison study

(2017) Bartosz Puchalski et al.   NUCLEAR ENGINEERING AND DESIGN

Nuclear energy system’s behavior and decision making using machine learning

(2017) Mario Gomez Fernandez et al.   NUCLEAR ENGINEERING AND DESIGN

Uncertainty quantification and sensitivity analysis with CASL Core Simulator VERA-CS

(2016) C.S. Brown et al.   ANNALS OF NUCLEAR ENERGY

Analyzing simulation-based PRA data through traditional and topological clustering: A BWR station blackout case study

(2016) D. Maljovec et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Assessment of artificial neural network and genetic programming as predictive tools

(2015) Amir H. Gandomi et al.   ADVANCES IN ENGINEERING SOFTWARE

Data-Driven Intelligent Transportation Systems: A Survey

(2011) Junping Zhang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Decision support and control for large-scale complex systems

(2008) F.G. Filip   ANNUAL REVIEWS IN CONTROL

Artificial neural network modeling techniques applied to the hydrodesulfurization process

(2008) Enrique Arce-Medina et al.   MATHEMATICAL AND COMPUTER MODELLING

Data-driven modelling: some past experiences and new approaches

(2007) Dimitri P. Solomatine et al.   JOURNAL OF HYDROINFORMATICS