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Welcome to Noiselab
University of California, San Diego 9500 Gilman Dr, La Jolla, CA 92093-0238 Directions to office |
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The group focuses on physics-based machine learning and signal processing mostly using just weak noise as a source. We have demonstrated this in ocean acoustics, seismology, and radar. For more details see Publications.
GitHub: https://github.com/NoiseLabUCSD
Classes
I am teaching ECE228/SIO228 Machine learning for physical applications every spring quarter, in 2018 (72 graduate students), 2019 (171 graduate students), 2020 (245 graduate students). The class is part of the ECE data science curriculum.I taught ECE285/SIO209 Machine learning for physical applications in the spring quarter 2017 (64 graduate students).
Antropogenic noise sources in Long Beach
We track cars, trains, and airplanes using 5200 element seismic array in a 7x10km area. Phys.org --- livescience.com
Class SIO202B Seismology
Class ECE295 Data Assimilation and Inverse Problems
SAGA 5.5: Seismo-acoustic inversion code using genetic algorithms or a Metropolis-Hastings sampling with ocean acoustic and electromagnetic codes.
Cabrillo 1.0: Acoustic, elastic and poroelastic wave propagation code using a finite difference Fourier spectral method on a staggered grid.
Ocean Acoustics Library/ Other I maintain part of the Ocean Acoustics Library.
Remote sensing with noise: Popular presentation of a 2009 paper at the Acoustical Society of America.
Comment on Wired to Earth hum tomography on Mars!. From 2009.
China
Peter visited China in September 2015, mostly staying at University of Science and Technology of China in Hefei working with Professor Huajian Yao . He also gave talks at Institute of Acoustics, State Key Laboratory of Acoustics in Beijing hosted by Professor ZHANG Renhe. and at Institute of Geophysics, Chinese Academy of Sciences,in Wuhan hosted by Professor Sidau Ni.
Antarctica
Peter was in Antarctica November 2014, and Zhao Chen and Anja Diez followed in Antarctica November 2015.Background webpage and blog
Scripps news release --- San Diego Union Tribune --- Antarctic Sun.