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 Modeling of Stochastically Forced Zonal Jets
– Journal of Advances in Modeling Earth Systems
(2024)
16,
ARTN e2023MS004177
(doi: 10.1029/2023ms004177)
Recurrent flow patterns as a basis for turbulence: predicting statistics from structures
– Proc Natl Acad Sci U S A
(2024)
121,
e2320007121
(doi: 10.1073/pnas.2320007121)
Long-wave instabilities of sloping stratified exchange flows
– Journal of Fluid Mechanics
(2024)
983,
a12
(doi: 10.1017/jfm.2024.96)
The polymer diffusive instability in highly concentrated polymeric fluids
– Journal of Non-Newtonian Fluid Mechanics
(2024)
326,
105212
(doi: 10.1016/j.jnnfm.2024.105212)
Multistability of elasto-inertial two-dimensional channel flow
– Journal of Fluid Mechanics
(2024)
981,
a30
(doi: 10.1017/jfm.2024.50)
New insights into experimental stratified flows obtained through physics-informed neural networks
– Journal of Fluid Mechanics
(2024)
981,
r1
(doi: 10.1017/jfm.2024.49)
Inertial enhancement of the polymer diffusive instability
– Journal of Fluid Mechanics
(2024)
981,
a2
(doi: 10.1017/jfm.2024.21)
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning.
– CoRR
(2024)
abs/2412.00568,
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