3 citations · 3 across the 1 of their papers we have counts for
3 papers
Copula-based synthetic data augmentation for machine-learning emulators
David Meyer, Thomas Nagler, Robin J. Hogan
Can we improve machine-learning (ML) emulators with synthetic data? If data are scarce or expensive to source and a physical model is available, statistically generated data may be…
Rainfall nowcasting by combining radars, microwave links and rain gauges
Blandine Bianchi, Peter Jan van Leeuwen, Robin J. Hogan +1
The objective of this work is to provide high-resolution rain rate maps at short lead-time forecasts (nowcasts) necessary to anticipate flooding and properly manage sewage systems…
The capacitance of pristine ice crystals and aggregate snowflakes
C. D. Westbrook, R. J. Hogan, A. J. Illingworth
A new method of accurately calculating the capacitance of realistic ice particles is described: such values are key to accurate estimates of deposition and evaporation rates in NWP…