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Home/Authors/Aparna Chandramowlishwaran

Aparna Chandramowlishwaran

1 indexed paper

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Publications per year

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26

Top categories

ML×1AI×1Comp. Eng.×1

Frequent co-authors

Xianwei Zou1×
Sheikh Md Shakeel Hassan1×
Arthur Feeney1×

Research Timeline

2026
(HB-ARFM) History-Bootstrapped Flow Matching for Inverse Boiling Reconstruction

The paper introduces History-Bootstrapped Flow Matching (HB-ARFM) to solve ill-posed spatiotemporal inverse problems, enabling the reconstruction of full physical fields from partial observations by leveraging the observation history.

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Papers

cs.LGcs.AIcs.CERecentMay 29, 2026

(HB-ARFM) History-Bootstrapped Flow Matching for Inverse Boiling Reconstruction

Xianwei Zou, Sheikh Md Shakeel Hassan, Arthur Feeney, Aparna Chandramowlishwaran

The paper introduces History-Bootstrapped Flow Matching (HB-ARFM) to solve ill-posed spatiotemporal inverse problems, enabling the reconstruction of full physical fields from partial observations by l…

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