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University of Maryland
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A neural operator reconstructs continuous HRTF fields from sparse measurements with 18% lower LSD and 43% lower ILD error than leading baselines, achieving 373x speedup over neural fields.
GAIA achieves a 64% reduction in error for airfoil flow reconstruction, setting a new benchmark for operator learning in complex geometries.