Personal Information
Entreprise/Lieu de travail
Greater Los Angeles Area United States
Profession
Postdoctoral Research Scientist at JPL (NASA's Jet Propulsion Laboratory)
Secteur d’activité
Education
Site Web
http://www.nabinkm.com
À propos
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...
Mots-clés
remote sensing
pm2.5
aod
aerosol
satellite remote sensing
health
kriging
estimation
fusion
air pollution
aeronet
modis
bias correction
Tout plus
Présentations
(3)J’aime
(1)Personal Information
Entreprise/Lieu de travail
Greater Los Angeles Area United States
Profession
Postdoctoral Research Scientist at JPL (NASA's Jet Propulsion Laboratory)
Secteur d’activité
Education
Site Web
http://www.nabinkm.com
À propos
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...
Mots-clés
remote sensing
pm2.5
aod
aerosol
satellite remote sensing
health
kriging
estimation
fusion
air pollution
aeronet
modis
bias correction
Tout plus