Portugal 2006

Peter Gerstoft
Adjunct Professor, Electrical and Computer Engineering
Data Scientist, Scripps Institution of Oceanography
University of California, San Diego
9500 Gilman Dr, La Jolla, CA 92093-0238
Ph (858) 534-7768. Skype: gerstoft
Email: gerstoft@ucsd.edu

Directions to office
My research focus on data-driven computational geophysics and within these fields I further cover the subtopics: applied signal processing, inverse methods, mathematical models, extracting information from noise, and machine learning. I currently focus on developing new sensing techniques using large array sensor data. Data science methods (big data/machine learning) as well as compressive sensing is a main focus for sensing the physical environment. These techniques are applied to observing tsunamis, earthquakes, traffic, Antarctic signals, as well as extracting environmental information from noise.

My biography and long CV

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.
ECE285/SIO209 Machine learning for physical applications (spring 2017)
Priciples of Underwater Acoustics (Zhejiang University, December 2017)
Priciples of Underwater Acoustics (Zhejiang University, December 2016)
ECE295 Data Assimilation and Inverse Problems (Spring 2014, Spring 2015)
SIO202B Seismology (2010, 2011, 2012, 2013, 2014, 2015, 2016)



Personal

My Schedule
2007-14 family photos
Family: (not updated since 2002)