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Jiajia Sun

Profile photo of Jiajia Sun
Assitant Professor
Earth and Atmospheric Sciences
713-743-7380
Science and Research 1, Room 312

Inversion of geophysical data set (e.g., gravity, gravity gradiometry, magnetics, DC, IP, MT, EM, seismic traveltime) constrained by geological prior information.; Joint inversion of multiple geophysical data sets based on structural similarity and prior petrophysical measurements; Sparse inversion using L1 and L0 norm regularization; Magnetization vector inversion with clustering constraints; Machine learning, such as neural networks and deep learning, applied to geophysical problems; Sparse signal processing of geophysical data.

Inversion of geophysical data set (e.g., gravity, gravity gradiometry, magnetics, DC, IP, MT, EM, seismic traveltime) constrained by geological prior information.; Joint inversion of multiple geophysical data sets based on structural similarity and prior petrophysical measurements; Sparse inversion using L1 and L0 norm regularization; Magnetization vector inversion with clustering constraints; Machine learning, such as neural networks and deep learning, applied to geophysical problems; Sparse signal processing of geophysical data.

Research Areas