MrTobyPhillips

Faculty of Engineering, Department of Earth Science & Engineering

Casual - Student demonstrator - lower rate

Contact

Location

Royal School of MinesSouth Kensington Campus

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.Phillips T, Heaney CE, Benmoufok E, Li Q, Hua L, Porter AE, Chung KF, Pain CC close, 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.Phillips TRF, Heaney CE, Smith PN, Pain CC close, 2021, An autoencoder‐based reduced‐order 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.Phillips T, Heaney C, Tollit B, Smith P, Pain C close, 2021, Reduced-order modelling with domain decomposition applied to multi-group neutron transport, Energies, Vol:14, ISSN:1996-1073

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