Imperial College London

MrTobyPhillips

Faculty of EngineeringDepartment of Earth Science & Engineering

Research Postgraduate
 
 
 
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Contact

 

t.phillips18

 
 
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Location

 

Royal School of MinesSouth Kensington Campus

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Summary

 

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 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., 2021, Reduced-order modelling with domain decomposition applied to multi-group neutron transport, Energies, Vol:14, ISSN:1996-1073

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