MS180A Predictive AI Modelling for Multi-Physics Problems: Methods, Algorithms and Challenges I
MS Corresponding Organizer: Dr. Jefferson Gomes (University of Aberdeen)
Chaired by:
Phd. Francisco Bruno Souza Oliveira (Universidade Estadual de Santa Cruz - UESC , Brazil) , Dr. Jefferson Gomes (University of Aberdeen , United Kingdom)
Phd. Francisco Bruno Souza Oliveira (Universidade Estadual de Santa Cruz - UESC , Brazil) , Dr. Jefferson Gomes (University of Aberdeen , United Kingdom)
Scheduled presentations:
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A Reduced Order Model Discretisation of the Space-Angle Phase-Space Dimensions of the Boltzmann Transport Equation with application to Nuclear Reactor Eigenvalue Problems
A. Buchan*, I. Navon, L. Yang -
Convolutional Neural Network Coupled with a Constrained CP-decomposition Model for Predicting Upscaled Permeability
T. Onimisi, L. Akanji, J. Gomes* -
Application of Dimensionality Reduction Techniques for Classification in Multidimensional Data Sets
F. Souza Oliveira*, C. Nascimento Neves, P. Ambrósio -
Extended Diamond Difference Constant Nodal an Innovative Hybrid Method for Two-Dimensional Fixed Source Discrete Ordinates Problems
I. B. R. Ortiz, D. S. Dominguez*, S. M. Iglesias, G. Hughes, P. E. Ambrosio -
Machine Learning (ML) Application for the Investigation of Nucleation Boiling in Pressurised Water Reactor (PWR).
S. Ajah*, L. Akanji, J. Gomes