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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