Rubini, Dr Dylan

Academic background

Dylan Rubini started as a postgraduate research fellow in Engineering Science at the University of Oxford in October 2024. Before this, he completed both the MEng (in 2020) and PhD (in 2024) also at the University of Oxford. During his PhD he investigated complex aerothermal and aerothermochemical flow interactions within a new high-speed turbomachine for decarbonisation of hard-to-abate, high-temperature industrial processes. During this work, he developed a new machine-learning-assisted methodology to efficiently model complex aerochemical interactions at a fraction of the cost of the full-order model. This methodology is now being extended to catalytic surface-phase reactions.

Teaching

• 2^nd year engineering mathematics
• 2^nd year heat transfer lab

Research interests

– Turbomachinery design, heat transfer, and aerothermodynamics

– Reacting flow modelling for gas- and surface-phase chemistry

– Computational fluid dynamics

– Scientific machine learning

– Turbulence modelling

Recent Publications

Find complete list of publications here:

https://dylanrubini.github.io/publications/