The rapid developments in advanced sensing and imaging bring about a data-rich environment, facilitating the effective modeling, monitoring, control of complex systems. For example, body-sensor network captures multi-channel information pertinent to electrical activity heart (i.e., electrocardiograms (ECG)), which enables medical scientists monitor detect abnormal cardiac conditions. However, h...

This paper presents an inverse thermal modeling technique to determine the core losses from temperature rise inside transformer core. For this purpose, initially, a customized printed circuit board (PCB) with sensors is used measure rise. Afterward, 3D magneto-thermal forward model developed validate The accuracy of checked by comparing simulated and experimental measurements for different supp...

Abstract. The number of greenhouse gas (GHG) observing satellites has greatly expanded in recent years, and these new datasets provide an unprecedented constraint on global GHG sources sinks. However, a continuing challenge for inverse models that are used to estimate sinks is the sheer satellite observations, sometimes millions per day. These massive often make it prohibitive implement modelin...