This work propose a data processing method for statistical characterization and classification of subsurface-domain common-image angle gathers. My approach enables automatic separation of subsurface image gathers into components from diffractions and specular reflections, aiding in the imaging of relevant geologic features. A key innovation in our method is the statistical modeling of subsurface angle gather attributes using multimodal Gaussian mixture models, which naturally separate scattering patterns....display full article text

Check out my invention for a privacy-protecting and secure biometric verification/authentication using uninvertable biometric feature transformation (hashing) and statistical inference (US Patent Application).

Check out my invention for a privacy-protecting and secure biometric verification/authentication using uninvertable biometric feature transformation (hashing) and statistical inference (Worldwide Patent Application).

Check out my invention for real-time tracking of a stochastic carrier motion under load using image registration and inference of ARMA process parameters.

US20250185126A1

Check out my new invention of a real-time temperature prediction method based on a quantized heat-exchanger model....display full article text

Real-time Heat-Exchanger Modeling