Michael J. Bianco
Michael J. Bianco
Adresse e-mail validée de ucsd.edu - Page d'accueil
TitreCitée parAnnée
Machine learning in seismology: Turning data into insights
Q Kong, DT Trugman, ZE Ross, MJ Bianco, BJ Meade, P Gerstoft
Seismological Research Letters 90 (1), 3-14, 2019
362019
Introduction to compressive sensing in acoustics
P Gerstoft, CF Mecklenbräuker, W Seong, M Bianco
The Journal of the Acoustical Society of America 143 (6), 3731-3736, 2018
132018
Compressive acoustic sound speed profile estimation
M Bianco, P Gerstoft
The Journal of the Acoustical Society of America 139 (3), EL90-EL94, 2016
132016
Travel time tomography with adaptive dictionaries
MJ Bianco, P Gerstoft
IEEE Transactions on Computational Imaging 4 (4), 499-511, 2018
102018
Dictionary learning of sound speed profiles
M Bianco, P Gerstoft
The Journal of the Acoustical Society of America 141 (3), 1749-1758, 2017
102017
Regularization of geophysical inversion using dictionary learning
M Bianco, P Gerstoft
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
32017
Machine learning in acoustics: Theory and applications
MJ Bianco, P Gerstoft, J Traer, E Ozanich, MA Roch, S Gannot, ...
The Journal of the Acoustical Society of America 146 (5), 3590-3628, 2019
22019
Dictionary learning of acoustic sound speed profiles
MJ Bianco, P Gerstoft
The Journal of the Acoustical Society of America 140 (4), 3054-3054, 2016
22016
High-resolution seismic tomography of Long Beach, CA using machine learning
MJ Bianco, P Gerstoft, KB Olsen, FC Lin
Scientific reports 9 (1), 1-11, 2019
12019
Urban Seismic Noise Classification using Dense Array Data
DB Snover, CW Johnson, MJ Bianco, P Gerstoft
AGU Fall Meeting 2019, 2019
2019
Unsupervised machine learning for acoustic tomography and event detection
MJ Bianco, P Gerstoft
The Journal of the Acoustical Society of America 146 (4), 2845-2845, 2019
2019
Machine learning in acoustics: a review
MJ Bianco, P Gerstoft, J Traer, E Ozanich, MA Roch, S Gannot, ...
arXiv preprint arXiv:1905.04418, 2019
2019
Machine learning-based surface wave tomography of Long Beach, CA, USA
P Gerstoft, MJ Bianco, KB Olsen, FC Lin
AGU Fall Meeting Abstracts, 2018
2018
Eikonal tomography constrained by local sparse and low-rank matrix factorization
P Gerstoft, MJ Bianco, R Liu, H Zhang
AGU Fall Meeting Abstracts, 2018
2018
Array Shape Calibration Using Low Rank Projections
M Wagner, M Bianco, S Nannuru, P Gerstoft
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1103-1110, 2018
2018
Travel time tomography with local sparse modeling and dictionary learning
MJ Bianco, P Gerstoft
The Journal of the Acoustical Society of America 144 (3), 1728-1728, 2018
2018
Adaptive Travel Time Tomography with Local Sparsity
M Bianco, P Gerstoft
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
2018
Machine learning and sparse modeling for geophysical inverse problems
M Bianco
eScholarship, University of California, 2018
2018
Travel time tomography with local image regularization by sparsity constrained dictionary learning
M Bianco, P Gerstoft
AGU Fall Meeting Abstracts, 2017
2017
Geophysical inversion by dictionary learning
MJ Bianco, P Gerstoft
The Journal of the Acoustical Society of America 141 (5), 3524-3524, 2017
2017
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