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Home/Authors/Helen Qu

Helen Qu

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

physics.flu-dyn×1AI×1ML×1

Frequent co-authors

Payel Mukhopadhyay1×
Stefan S. Nixon1×
Romain Watteaux1×
Michael McCabe1×
Alberto Bietti1×
Kyunghyun Cho1×

Research Timeline

2026
Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence

The authors demonstrate that a physics foundation model, finetuned on simulation data, can successfully predict complex laboratory fluid dynamics, specifically resolving a long-standing discrepancy in the mixing growth rate of the Rayleigh-Taylor instability.

Highlighted terms show continued research focus across papers

Papers

physics.flu-dyncs.AIcs.LGRecentMay 31, 2026

Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence

Payel Mukhopadhyay, Stefan S. Nixon, Romain Watteaux, Michael McCabe +19 more

The authors demonstrate that a physics foundation model, finetuned on simulation data, can successfully predict complex laboratory fluid dynamics, specifically resolving a long-standing discrepancy in…

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