Articles with "ensemble predictions" as a keyword



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Comparing probabilistic forecasts of the daily minimum and maximum temperature

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Published in 2021 at "International Journal of Forecasting"

DOI: 10.1016/j.ijforecast.2021.05.007

Abstract: Abstract Understanding changes in the frequency, severity, and seasonality of daily temperature extremes is important for public policy decisions regarding heat waves and cold snaps. A heat wave is sometimes defined in terms of both… read more here.

Keywords: minimum maximum; time series; ensemble predictions; temperature ... See more keywords
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Probabilistic load forecasting using post-processed weather ensemble predictions

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Published in 2022 at "Journal of the Operational Research Society"

DOI: 10.1080/01605682.2022.2115411

Abstract: Abstract Probabilistic forecasting of electricity demand (load) facilitates the efficient management and operations of energy systems. Weather is a key determinant of load. However, modelling load using weather is challenging because the relationship cannot be… read more here.

Keywords: post processed; ensemble predictions; load forecasting; weather ensemble ... See more keywords
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SANDPUMA: ensemble predictions of nonribosomal peptide chemistry reveal biosynthetic diversity across Actinobacteria

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Published in 2017 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btx400

Abstract: Summary Nonribosomally synthesized peptides (NRPs) are natural products with widespread applications in medicine and biotechnology. Many algorithms have been developed to predict the substrate specificities of nonribosomal peptide synthetase adenylation (A) domains from DNA sequences,… read more here.

Keywords: sandpuma ensemble; ensemble predictions; diversity; chemistry ... See more keywords