13 citations · 20 across the 4 of their papers we have counts for
4 papers
scores: A Python package for verifying and evaluating models and predictions with xarray
Tennessee Leeuwenburg, Nicholas Loveday, Elizabeth E. Ebert +8
`scores` is a Python package containing mathematical functions for the verification, evaluation and optimisation of forecasts, predictions or models. It supports labelled n-dimensi…
Site-specific Deterministic Temperature and Humidity Forecasts with Explainable and Reliable Machine Learning
MengMeng Han, Tennessee Leeuwenburg, Brad Murphy
Site-specific weather forecasts are essential to accurate prediction of power demand and are consequently of great interest to energy operators. However, weather forecasts from cur…
The Jive Verification System and its Transformative Impact on Weather Forecasting Operations
Nicholas Loveday, Deryn Griffiths, Tennessee Leeuwenburg +9
Forecast verification is critical for continuous improvement in meteorological organizations. The Jive verification system was originally developed to assess the accuracy of public…
FourCastNeXt: Optimizing FourCastNet Training for Limited Compute
Edison Guo, Maruf Ahmed, Yue Sun +4
FourCastNeXt is an optimization of FourCastNet - a global machine learning weather forecasting model - that performs with a comparable level of accuracy and can be trained using ar…