Shock-centered scaling of DSMC fields in micro-nozzles reveals low-rank density structure, enabling DeepONet surrogates with mean errors reduced to 4.51% on hardest test cases.
Microflu- idics and Nanofluidics 10, 321–335
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Prescribed wall heating in a rarefied converging-diverging micro-nozzle increases specific impulse from 156 s to 201 s by thermal and pressure thrust gains that exceed the mass-flow penalty from increased blockage.
citing papers explorer
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Shock-Centered Low-Rank Structure and Neural-Operator Representation of Rarefied Micro-Nozzle Flows
Shock-centered scaling of DSMC fields in micro-nozzles reveals low-rank density structure, enabling DeepONet surrogates with mean errors reduced to 4.51% on hardest test cases.
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Prescribed Wall-Heat-Flux Control of Blockage and Impulse in a Rarefied Micro-Nozzle
Prescribed wall heating in a rarefied converging-diverging micro-nozzle increases specific impulse from 156 s to 201 s by thermal and pressure thrust gains that exceed the mass-flow penalty from increased blockage.