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Dheeraj Vemula

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#machine learning Preprint Sep 2026

A Data Fusion Framework for Grounding Aerospace Surrogate Model via Experimental Wind-Tunnel Observations

Aerodynamic surrogate models trained on high-fidelity CFD data reproduce numerical predictions of both scalar outputs and entire fields accurately, yet their predictive fidelity is limited by systematic discrepancies between CFD and experimental observations. We present an experimentally grounded correction framework t...

N. Kulkarni, Dheeraj Vemula, Yi-Wei Yu et al. · 0 citations

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