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High-Reynolds-Number Fluid Flow

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  • Currently displaying 81 - 100 of 433 publications
TheWell: a Large-Scale Collection of Diverse Physics Simulations forMachine Learning
R Ohana, M McCabe, L Meyer, R Morel, FJ Agocs, M Beneitez, M Berger, B Burkhart, SB Dalziel, DB Fielding, D Fortunato, JA Goldberg, K Hirashima, Y-F Jiang, RR Kerswell, S Maddu, J Miller, P Mukhopadhyay, SS Nixon, J Shen, R Watteaux, B Regaldo-Saint Blancard, F Rozet, LH Parker, M Cranmer, S Ho
– ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 37 (NEURIPS 2024)
(2024)
(link to publication)
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning.
M Cranmer, K Rich R., D Stuart B., B Miguel
– CoRR
(2024)
37,
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
M Cranmer, S Dalziel, R Kerswell, M Beneitez
– NeurIPS
(2024)
(doi: 10.17863/CAM.113689)
Geometry of stratified turbulent mixing: local alignment of the density gradient with rotation, shear and viscous dissipation
X Jiang, A Atoufi, L Zhu, A Lefauve, J Taylor, S Dalziel, P Linden
– Journal of Fluid Mechanics
(2023)
977,
r5
(doi: 10.1017/jfm.2023.833)
Stratified inclined duct: Two-layer hydraulics and instabilities
A Atoufi, L Zhu, A Lefauve, JR Taylor, RR Kerswell, SB Dalziel, GA Lawrence, PF Linden
– Journal of Fluid Mechanics
(2023)
977,
a25
(doi: 10.1017/jfm.2023.871)
A data-driven method for modelling dissipation rates in stratified turbulence
SF Lewin, SM de Bruyn Kops, C-CP Caulfield, GD Portwood
– Journal of Fluid Mechanics
(2023)
977,
a37
(doi: 10.1017/jfm.2023.679)
Settling versus mixing in stratified shear flows
N Petropoulos, C-CP Caulfield, P Meunier, E Villermaux
– Journal of Fluid Mechanics
(2023)
974,
r1
(doi: 10.1017/jfm.2023.804)
Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal Jets
IJS Shokar, RR Kerswell, PH Haynes
(2023)
(link to publication)
Wall shear stress and pressure patterns in aortic stenosis patients with and without aortic dilation captured by high-performance image-based computational fluid dynamics
H Zolfaghari, M Andiapen, A Baumbach, A Mathur, RR Kerswell
– Plos Computational Biology
(2023)
19,
e1011479
(doi: 10.1371/journal.pcbi.1011479)
polymeric diffusive instability leading to elastic turbulence in plane Couette flow
M Beneitez, J Page, RR Kerswell
– Physical Review Fluids
(2023)
8,
l101901
(doi: 10.1103/PhysRevFluids.8.L101901)
Physics-informed neural network to augment experimental data: an application to stratified flows
L Zhu, X Jiang, A Lefauve, RR Kerswell, PF Linden
(2023)
(link to publication)
Exact coherent structures in two-dimensional turbulence identified with convolutional autoencoders
J Page, J Holey, MP Brenner, RR Kerswell
(2023)
(link to publication)
Geometry of stratified turbulent mixing: local alignment of the density gradient with rotation, shear and viscous dissipation
X Jiang, A Atoufi, L Zhu, A Lefauve, JR Taylor, SB Dalziel, PF Linden
(2023)
(doi: 10.48550/arxiv.2309.10673)
Long-wave instabilities of sloping stratified exchange flows
L Zhu, A Atoufi, A Lefauve, RR Kerswell, PF Linden
(2023)
(doi: 10.48550/arxiv.2309.10056)
Inertial enhancement of the polymer diffusive instability
MMP Couchman, M Beneitez, J Page, RR Kerswell
(2023)
(link to publication)
Multistability of elasto-inertial two-dimensional channel flow
M Beneitez, J Page, Y Dubief, RR Kerswell
(2023)
(link to publication)
Stratified inclined duct: direct numerical simulations
L Zhu, A Atoufi, A Lefauve, JR Taylor, RR Kerswell, SB Dalziel, GA Lawrence, PF Linden
– Journal of Fluid Mechanics
(2023)
969,
a20
(doi: 10.1017/jfm.2023.502)
Learning Stochastic Dynamics with Probabilistic Neural Networks to study Zonal Jets
I Shokar, P Haynes, R Kerswell
(2023)
(doi: 10.5194/egusphere-egu23-9121)
Turbulent disruption of density staircases in stratified shear flows
N Petropoulos, A Mashayek, C-CP Caulfield
– Journal of Fluid Mechanics
(2023)
961,
a30
(doi: 10.1017/jfm.2023.251)
Mixing across stable density interfaces in forced stratified turbulence
MMP Couchman, SM de Bruyn Kops, C-CP Caulfield
– Journal of Fluid Mechanics
(2023)
961,
a20
(doi: 10.1017/jfm.2023.253)

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