285 citations · 805 across the 11 of their papers we have counts for
11 papers
Addressing Deep Learning Model Uncertainty in Long-Range Climate Forecasting with Late Fusion
Ken C. L. Wong, Hongzhi Wang, Etienne E. Vos +3
Global warming leads to the increase in frequency and intensity of climate extremes that cause tremendous loss of lives and property. Accurate long-range climate prediction allows…
Long-Range Seasonal Forecasting of 2m-Temperature with Machine Learning
Etienne E. Vos, Ashley Gritzman, Sibusisiwe Makhanya +2
A significant challenge in seasonal climate prediction is whether a prediction can beat climatology. We hereby present results from two data-driven models - a convolutional (CNN) a…
DeepSource: Point Source Detection using Deep Learning
A. Vafaei Sadr, Etienne. E. Vos, Bruce A. Bassett +3
Point source detection at low signal-to-noise is challenging for astronomical surveys, particularly in radio interferometry images where the noise is correlated. Machine learning i…
Solar modulation of cosmic ray positrons in a very quiet heliosphere
M. S. Potgieter, E. E. Vos, D. Bisschoff +4
Since the beginning of the space exploration era, solar activity was observed at its lowest level during 2006 to 2009. During this period, the PAMELA space experiment observed spec…
Global gradients for cosmic-ray protons in the heliosphere during the solar minimum of cycle 23/24
E. E. Vos, M. S. Potgieter
Global gradients for cosmic-ray (CR) protons in the heliosphere are computed with a comprehensive modulation model for the recent prolonged solar minimum of Cycle 23/24. Fortunatel…
New evidence for charge-sign dependent modulation during the solar minimum of 2006 to 2009
V. Di Felice, R. Munini, E. E. Vos +1
The PAMELA space experiment, in orbit since 2006, has measured cosmic rays through the most recent A < 0 solar minimum activity period. During this entire time, galactic electrons…