Reduced Complexity Regularization of Geophysical Inverse Problems.

Ely, Gregory.

Abstract: This thesis explores the application of complexity penalized algorithms to solve a variety of geophysical inverse problems: Hydraulic Fracture Monitoring (HFM), hyper-spectral imaging, and reflection seismology. Through these examples, the thesis examines how the physics of several systems gives rise to sparsity or low-dimensionality when posed in the proper basis. This low complexity ca... read more

Tufts University. Department of Electrical and Computer Engineering.
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ID: tufts:21896
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