activity
20202026
most citedDeepM&Mnet for hypersonics: Predicting the coupled flow and finite-rate chemistry behind a normal shock using neural-network approximation of operators

24 citations · 28 across the 5 of their papers we have counts for

collaborators

5 papers

physics.flu-dyn2026★ 3 cited

Stabilisation of second Mack mode in hypersonic boundary layers through spanwise non-uniform surface temperature distribution

L. Boscagli, G. Rigas, O. Marxen +1

The extreme heat fluxes characteristic of hypersonic flows significantly limit the flight envelope of hypersonic vehicles. The role of hydrodynamic instability and the onset of lam…

physics.flu-dyn2026

Control of deterministic breakdown to turbulence of hypersonic boundary layer with spanwise non-uniform surface temperature

L. Boscagli, G. Rigas, P. J. K. Bruce +1

Direct Numerical Simulation (DNS) of a Mach 6 boundary layer over a flat plate is performed to assess the effect of spanwise non-uniform surface temperature on breakdown to turbule…

physics.flu-dyn2024

Hypersonic Boundary Layer Transition and Heat Loading

Ahmad Peyvan, Luis Bravo, Anindya Ghoshal +2

Hypersonic boundary layer transition using high-order methods for direct numerical simulations (DNS) is largely unexplored, although a few references exist in the literature. Exper…

physics.flu-dyn2022★ 1 cited

Development of a high-fidelity computational tool for chemically reacting hypersonic flow simulations

Athanasios T. Margaritis, Clément Scherding, Olaf Marxen +2

In this paper, we present a methodology to achieve high-fidelity simulations of chemically reacting hypersonic flows and demonstrate our numerical solver's capabilities on a select…

physics.comp-ph2020★ 24 cited

DeepM&Mnet for hypersonics: Predicting the coupled flow and finite-rate chemistry behind a normal shock using neural-network approximation of operators

Zhiping Mao, Lu Lu, Olaf Marxen +2

In high-speed flow past a normal shock, the fluid temperature rises rapidly triggering downstream chemical dissociation reactions. The chemical changes lead to appreciable changes…