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01/24/2023
Solving the Discretised Boltzmann Transport Equations using Neural Networks: Applications in Neutron Transport
In this paper we solve the Boltzmann transport equation using AI librari...
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01/24/2023
Solving the Discretised Neutron Diffusion Equations using Neural Networks
This paper presents a new approach which uses the tools within Artificia...
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02/19/2021
Numerical study of COVID-19 spatial-temporal spreading in London
Recent study reported that an aerosolised virus (COVID-19) can survive i...
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05/18/2020
A comparison of element agglomeration algorithms for unstructured geometric multigrid
This paper compares the performance of seven different element agglomera...
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03/13/2020
Data-driven modelling of nonlinear spatio-temporal fluid flows using a deep convolutional generative adversarial network
Deep learning techniques for improving fluid flow modelling have gained ...
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11/05/2019
Goal-based angular adaptivity for Boltzmann transport in the presence of ray-effects
Boltzmann transport problems often involve heavy streaming, where partic...
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04/12/2018