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Diffuse-interface capturing methods for compressible two-phase flows
Simulation of compressible flows became a routine activity with the appearance of shock-
/contact-capturing methods. These methods can determine all waves, particularly …
/contact-capturing methods. These methods can determine all waves, particularly …
Generative learning for forecasting the dynamics of high-dimensional complex systems
We introduce generative models for accelerating simulations of high-dimensional systems
through learning and evolving their effective dynamics. In the proposed Generative Learning …
through learning and evolving their effective dynamics. In the proposed Generative Learning …
Modelling cavitation during drop impact on solid surfaces
The impact of liquid droplets on solid surfaces at conditions inducing cavitation inside their
volume has rarely been addressed in the literature. A review is conducted on relevant …
volume has rarely been addressed in the literature. A review is conducted on relevant …
Modeling of the bubble collapse with water jets and pressure loads using a geometrical volume of fluid based simulation method
The dynamic behavior of bubble collapses, water jets, and pressure loads during the
collapse of the bubble near walls and a free surface were numerically investigated via a …
collapse of the bubble near walls and a free surface were numerically investigated via a …
An extreme-scale implicit solver for complex PDEs: highly heterogeneous flow in earth's mantle
Mantle convection is the fundamental physical process within earth's interior responsible for
the thermal and geological evolution of the planet, including plate tectonics. The mantle is …
the thermal and geological evolution of the planet, including plate tectonics. The mantle is …
[HTML][HTML] Numerical symmetry-preserving techniques for low-dissipation shock-capturing schemes
Modern applications of computational fluid dynamics involve complex interactions across
scales such as shock interactions with turbulent structures and multiphase interfaces. Such …
scales such as shock interactions with turbulent structures and multiphase interfaces. Such …
Large-eddy simulation of turbulent cavitating flow in a micro channel
Large-eddy simulations (LES) of cavitating flow of a Diesel-fuel-like fluid in a generic throttle
geometry are presented. Two-phase regions are modeled by a parameter-free …
geometry are presented. Two-phase regions are modeled by a parameter-free …
AN5D: automated stencil framework for high-degree temporal blocking on GPUs
Stencil computation is one of the most widely-used compute patterns in high performance
computing applications. Spatial and temporal blocking have been proposed to overcome the …
computing applications. Spatial and temporal blocking have been proposed to overcome the …
Learning in two dimensions and controlling in three: Generalizable drag reduction strategies for flows past circular cylinders through deep reinforcement learning
We investigate drag reduction mechanisms in flows past two-and three-dimensional
cylinders controlled by surface actuators using deep reinforcement learning. We investigate …
cylinders controlled by surface actuators using deep reinforcement learning. We investigate …
Growth-and-collapse dynamics of small bubble clusters near a wall
The violent collapse of bubble clusters is thought to damage adjacent material in both
engineering and biomedical applications. Yet the complexities of the root mechanisms have …
engineering and biomedical applications. Yet the complexities of the root mechanisms have …