||Welcome to Noiselab
University of California, San Diego
9500 Gilman Dr, La Jolla, CA 92093-0238
Directions to office
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.
Feb 2018: Teaching Machine learning for physical applications in the spring quarter.
Dec 2017: Peter Gerstoft is giving a month-long class at Zhejian University, China, on Priciples of Underwater Acoustics.
Dec 2017: Scientic American highlighted our work on machine leaning for source localization in the ocean The 60-second science can be read here .
Dec 2017: Emma Ozanich qualified!
Nov 2017: NoiseLab is very interested in data science and its implementation at SIO/USCD. The memorandum can be read here .
Nov 2017: Peter gave talks at Seoul National University and ADD in Korea on "Machine learning in ocean acoustics".
Aug 2017: Peter gave an invited talk at Eurosip on graph signal processing.
June 2017: The group is giving five talks (two invited) (Haiquag Niu, kay Gemba, Mike Bianco, Emma Reves, Peter Gerstoft) at the Acoustical Society of America meeting spring meeting in Boston.
May 2017: The group is giving four talks (Haiquag Niu, Santosh Nannuru, Mike Bianco, Peter Gerstoft) at the workshop Big Data and The Earth Sciences: Grand Challenges Workshop .
April 2017: Teaching Machine learning for physical applications in the spring quarter.
April 2017: Gave an invited talk at Seismological Society of America's meeting on Using Graph Clustering to Locate Sources within a Dense Sensor Array .
March 2017: We have 3 presentations at the International Conference on Acoustics, Speach and Signal Processing ICASSP.
December 2016: Peter Gerstoft and Jie Li are giving a month-long class at Zhejian University, China, on Priciples of Underwater Acoustics.
November 2016: We have 4 invited talks, and 4 regular talks at Acoustical Society of America Fall meeting.
September 2016: Mike Bianco qualified. Congratulations!
August 2016: Peter Gerstoft and Peter Bromirski published a paper in Science.
June 2016: Mark Wagner qualified. Congratulations!
March 2016: Zhao Chen qualified. Congratulations!
Novenmber 2016: Zhao Chen and Anja Diez installed seimometers on the Ros Ice Shelf, Antarctica.Background webpage and blog
October 2015Post Doc Haquiang Niu and Visiting Student Jie Li joined the group. Welcome!
September 2015: 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.
AntarcticaPeter was in Antarctica November 2014, and Zhao and Anja followed in Antarctica November 2015.
Background webpage and blog
Scripps news release --- San Diego Union Tribune --- Antarctic Sun.
Antropogenic noise sources in Long BeachWe track cars, trains, and airplanes using 5200 element seismic array in a 7x10km area. Phys.org --- livescience.com
ClassesClass 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.
SIO Front Page