activity
20192023
most citedLight curve completion and forecasting using fast and scalable Gaussian processes (MuyGPs)

1 citations · 4 across the 8 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

math.NA2021

Deterministic matrix sketches for low-rank compression of high-dimensional simulation data

Alec Michael Dunton, Alireza Doostan

Matrices arising in scientific applications frequently admit linear low-rank approximations due to smoothness in the physical and/or temporal domain of the problem. In large-scale…

cs.CE2021

Task-parallel in-situ temporal compression of large-scale computational fluid dynamics data

Heather Pacella, Alec Dunton, Alireza Doostan +1

Present day computational fluid dynamics simulations generate extremely large amounts of data, sometimes on the order of TB/s. Often, a significant fraction of this data is discard…