Uncertainty-Aware Flow Field Reconstruction Using SVGP Kolmogorov-Arnold Networks

Y. Sungtaek Ju

Reconstructing time-resolved flow fields from temporally sparse velocimetry measurements is critical for characterizing many complex thermal-fluid systems. We introduce a machine l…