Career
- 2017- date: DAMTP, Cambridge University
- 1996-2017: Mathematics, Bristol University
- 1992-1996: Mathematics, Newcastle University
- 1992 : PhD, MIT
Research
General fluid mechanics: the Navier-Stokes equations (nonlinear dynamics, transition and turbulence); geophysical and astrophysical fluid mechanics (e.g. convection; stably stratified flows; tidal, precessional and librational motion of planetary interiors and subsurface oceans; accretion disks);
Selected Publications
- see homepage (www.damtp.cam.ac.uk/user/rrk26)
Publications
Stochastic Latent Transformer: Efficient Modelling of Stochastically
Forced Zonal Jets
(2023)
Wall shear stress and pressure patterns in aortic stenosis patients with and without aortic dilation captured by high-performance image-based computational fluid dynamics.
– PLoS Comput. Biol.
(2023)
19,
e1011479
(doi: 10.1371/journal.pcbi.1011479)
polymeric diffusive instability leading to elastic turbulence in plane Couette flow
– Physical Review Fluids
(2023)
8,
l101901
Physics-informed neural network to augment experimental data: an
application to stratified flows
(2023)
Exact coherent structures in two-dimensional turbulence identified with
convolutional autoencoders
(2023)
Long-wave instabilities of sloping stratified exchange flows
(2023)
(doi: 10.48550/arxiv.2309.10056)
Stratified inclined duct: direct numerical simulations
– Journal of Fluid Mechanics
(2023)
969,
a20
(doi: 10.1017/jfm.2023.502)
Learning Stochastic Dynamics with Probabilistic Neural Networks to study Zonal Jets
(2023)
(doi: 10.5194/egusphere-egu23-9121)
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