2 citations · 2 across the 3 of their papers we have counts for
4 papers
Towards operational data-driven regional weather forecasting: extreme-event skill and near-real-time verification with HRRRCast
Daniel Abdi, Isidora Jankov, Vanderlei Vargas +9
Improving convective-scale skill in data-driven regional weather models requires better representing rare high-impact events, training at native resolution, broadening variable out…
Bridging short- and medium-range weather forecasting with machine learning
Timothy A. Smith, Mariah Pope, Sergey Frolov +4
The National Oceanic and Atmospheric Administration (NOAA) employs independent prediction systems for distinct forecast products. While some separation is practical, we argue that…
HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales
Daniel Abdi, Isidora Jankov, Paul Madden +5
The High-Resolution Rapid Refresh (HRRR) model is a convection-allowing model used in operational weather forecasting across the contiguous United States (CONUS). To provide a comp…
DDTS: A Practical System Testing Framework for Scientific Software
Paul Madden, Eduardo G. Valente
Many scientific-software projects test their codes inadequately, or not at all. Despite its well-known benefits, adopting routine testing is often not easy. Development teams may h…