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On the Use of Machine Learning (Neural Networks) to Deepen Numerical Validation of Neutronic Calculations: Basics and Application to an APOLLO3-SFR Calculation Scheme

10:40–11:05AM EDT

J.-M. Palau (CEA/DES), G. Rimpault (CEA/DES)

Paper

Acceleration of Multi-Objective Optimisation Calculations for Nuclear Burnup Studies Using Intra-Optimisation Objective Expansion

11:05–11:30AM EDT

D.J. Brennan (Univ. of Cambridge), G. T. Parks (Univ. of Cambridge)

Paper

Application of Reinforcement Learning Optimisation Methodology to BWR Assemblies

11:30–11:55AM EDT

Majdi I. Radaideh (MIT), Benoit Forget (MIT), Koroush Shirvan (MIT)

Paper

Estimation of the Axial Neutron Flux Profiles in the SAFARI-1 Core Using Artificial Neural Networks

11:55AM–12:20PM EDT

L. E. Moloko (South African Nuclear Energy Corp.), P. M. Bokov (South African Nuclear Energy Corp.), K. N. Ivanov (NC State Univ.)

Paper