5 citations · 6 across the 7 of their papers we have counts for
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Unsupervised simulation of incompressible flows with physics- and equality- constrained artificial neural networks
Qifeng Hu, Inanc Senocak
Physics-informed neural networks (PINNs) have shown promise for solving partial differential equations, yet their success in simulating incompressible flows at high Reynolds number…
Long-lived versus nocturnal stable atmospheric boundary layers: DNS characterisation, similarity theory, and regime classification
K. Chand, Cheng-Nian Xiao, Inanc Senocak
The stable atmospheric boundary layer (SABL) is broadly classified into two subtypes: the nocturnal SABL, driven primarily by surface cooling, and the long-lived SABL, in which amb…
Dynamical stability and flow regimes in a stably stratified valley-shaped cavity heated from below
Patrick J. Stofanak, Cheng-Nian Xiao, Inanc Senocak
We investigate the three-dimensional stability of a stably stratified fluid in a valley-shaped cavity heated from below using linear stability analysis and direct numerical simulat…
Self-organization in a stably stratified, valley-shaped enclosure heated from below
Patrick J. Stofanak, Cheng-Nian Xiao, Inanc Senocak
We observe the spontaneous onset of three-dimensional motion from a quiescent, purely conductive state of a stably stratified fluid in a V-shaped enclosure heated from below, which…
Instabilities of longitudinal vortex rolls in katabatic Prandtl slope flows
Chengnian Xiao, Inanc Senocak
Stationary counter-rotating longitudinal vortex pairs emerge from one-dimensional Prandtl slope flows under katabatic as well as anabatic conditions due to a linear instability whe…
An unusual bifurcation scenario in a stably stratified, valley-shaped enclosure heated from below
Patrick J. Stofanak, Cheng-Nian Xiao, Inanc Senocak
We delineate the structure of steady laminar flows within a stably stratified, valley-shaped triangular cavity heated from below through linear stability analysis and Navier-Stokes…