Summary
I am currently working on my PhD thesis titled 'Hierarchical reduced-order modelling applied to neutron transport.' which is funded by the ESPRC Centre for Doctoral Training in nuclear energy.
My research includes applying reduced-order modelling, domain decomposition and machine learning methods to neutron transport to model reactor behaviour.
Publications
Journals
Phillips T, Heaney CE, Benmoufok E, et al. , 2022, Multi-Output Regression with Generative Adversarial Networks (MOR-GANs), Applied Sciences, Vol:12, ISSN:2076-3417, Pages:1-24
Phillips TRF, Heaney CE, Smith PN, et al. , 2021, An autoencoderâbased reducedâorder model for eigenvalue problems with application to neutron diffusion, International Journal for Numerical Methods in Engineering, Vol:122, ISSN:0029-5981, Pages:3780-3811
Phillips T, Heaney C, Tollit B, et al. , 2021, Reduced-order modelling with domain decomposition applied to multi-group neutron transport, Energies, Vol:14, ISSN:1996-1073