24 citations · 71 across the 10 of their papers we have counts for
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cs.CV2020
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data
Wang Zhou, Levente J. Klein, Siyuan Lu
An automated machine learning framework for geospatial data named PAIRS AutoGeo is introduced on IBM PAIRS Geoscope big data and analytics platform. The framework simplifies the de…
cs.CV2020★ 24 cited
Physics-Informed Neural Network Super Resolution for Advection-Diffusion Models
Chulin Wang, Eloisa Bentivegna, Wang Zhou +2
Physics-informed neural networks (NN) are an emerging technique to improve spatial resolution and enforce physical consistency of data from physics models or satellite observations…
cs.CV2020★ 4 cited
Monitoring the Impact of Wildfires on Tree Species with Deep Learning
Wang Zhou, Levente Klein
One of the impacts of climate change is the difficulty of tree regrowth after wildfires over areas that traditionally were covered by certain tree species. Here a deep learning mod…