I am a seismologist. Current research interests are applying machine learning with physics in seismological related problems. You can find more information about me: https://qingkaikong.github.io/

PhD, Geophysics, University of California, Berkeley, Berkeley, CA

Master, Structural Engineering, Tongji University, Shanghai, China

Bachelor, Civil Engineering, Guangxi University, Nanning, China

Full publication list: Google Scholar

 

Qingkai Kong, Ruijia Wang, William Walter, Moira Pyle, Keith Koper, Brandon Schmandt (2022) “Combining Deep Learning with Physics Based Features in Explosion-Earthquake Discrimination” Geophysical Research Letters, 49, e2022GL098645. https://doi.org/10.1029/2022GL098645

Qingkai Kong, Andrea Chiang, Ana C. Aguiar, M. Giselle Fernández-Godino, Stephen C. Myers, Donald D. Lucas (2021) “Deep Convolutional Autoencoders as Generic Feature Extractors in Seismological Applications” Artificial Intelligence in Geosciences, Volume 2, Pages 96-106, https://doi.org/10.1016/j.aiig.2021.12.002

Qingkai Kong, Timmy Siauw, Alexandre M. Bayen (2020) “Python Programming and Numerical Methods: A Guide for Engineers and Scientists” Academic Press, ISBN: 9780128195499, https://doi.org/10.1016/C2018-0-04165-1

Qingkai Kong, Sarina Patel, Asaf Inbal, Richard M. Allen (2019) “Assessing the sensitivity and accuracy of the MyShake smartphone seismic network to detect and characterize earthquakes” Seismological Research Letters, 90 (5): 1937–1949. https://doi.org/10.1785/0220190097

Qingkai Kong, Daniel T. Trugman, Zachary E. Ross, Michael J. Bianco, Brendan Meade, Peter Gerstoft (2018) “Machine Learning in Seismology —Turning Data into Insights”, Seismological Research Letters, https://doi.org/10.1785/0220180259

Qingkai Kong, Richard M. Allen, Julian Bunn, Monica Kohler, Thomas Heaton (2017) “Structural Health Monitoring of Buildings Using Smartphone Sensors”, Seismological Research Letters, 89(2A), https://doi.org/10.1785/0220170111

Qingkai Kong, Richard M. Allen, Louis Schreier, and Young-Woo Kwon (2016) “MyShake: A Smartphone Seismic Network for Earthquake Early Warning and beyond”, Science Advances 2 (2): e1501055–e1501055. https://doi.org/10.1126/sciadv.1501055