Personal Information
Unternehmen/Arbeitsplatz
Greater Los Angeles Area United States
Beruf
Postdoctoral Research Scientist at JPL (NASA's Jet Propulsion Laboratory)
Branche
Education
Webseite
http://www.nabinkm.com
Info
My research focus is in developing and applying machine learning and statistical data analysis tools to build conceptual understanding of physical phenomena based on real-world data, and applying them to build decision support systems.
My research topics include:
Remote sensing, Machine learning and data mining, Computational physics, Numerical Models,
Bayesian statistical signal processing and data analysis, Neural nets,
Information theory, Statistical and Non linear physics,
Decision theory, Intelligent Instruments and Experimental design
Specialties: Machine Learning, Bayesian Data Analysis and Signal Processing, Computational Physics, Information Theory, Matlab, (bits of mathemat...
Tags
remote sensing
pm2.5
aod
aerosol
satellite remote sensing
health
kriging
estimation
fusion
air pollution
aeronet
modis
bias correction
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(1)Personal Information
Unternehmen/Arbeitsplatz
Greater Los Angeles Area United States
Beruf
Postdoctoral Research Scientist at JPL (NASA's Jet Propulsion Laboratory)
Branche
Education
Webseite
http://www.nabinkm.com
Info
My research focus is in developing and applying machine learning and statistical data analysis tools to build conceptual understanding of physical phenomena based on real-world data, and applying them to build decision support systems.
My research topics include:
Remote sensing, Machine learning and data mining, Computational physics, Numerical Models,
Bayesian statistical signal processing and data analysis, Neural nets,
Information theory, Statistical and Non linear physics,
Decision theory, Intelligent Instruments and Experimental design
Specialties: Machine Learning, Bayesian Data Analysis and Signal Processing, Computational Physics, Information Theory, Matlab, (bits of mathemat...
Tags
remote sensing
pm2.5
aod
aerosol
satellite remote sensing
health
kriging
estimation
fusion
air pollution
aeronet
modis
bias correction
Mehr anzeigen