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How large does a large ensemble need to be? [PDF]
Earth System Dynamics, 2020 Initial-condition large ensembles with ensemble sizes ranging from 30 to 100 members have become a commonly used tool for quantifying the forced response and internal variability in various components of the climate system. However, there is no consensus
S. Milinski, N. Maher, D. Olonscheck
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Nonclassical light from large ensemble of trapped ions [PDF]
Physical Review Letters, 2018 The vast majority of physical objects we are dealing with are almost exclusively made of atoms. Due to their discrete level structure, single atoms have proved to be emitters of light which is incompatible with the classical description of ...
Filip, Radim +9 more
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Performance of Ensemble Kalman filters in large dimensions [PDF]
Communications on Pure and Applied Mathematics, 2017 Contemporary data assimilation often involves more than a million prediction variables. Ensemble Kalman filters (EnKF) have been developed by geoscientists.
Majda, Andrew J., Tong, Xin T.
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Large ensemble climate model simulations: introduction, overview, and future prospects for utilising multiple types of large ensemble [PDF]
Earth System Dynamics, 2021 Single model initial-condition large ensembles (SMILEs) are valuable tools that can be used to investigate the climate system. SMILEs allow scientists to quantify and separate the internal variability of the climate system and its response to external ...
N. Maher, S. Milinski, R. Ludwig
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The creative work of large ensembles [PDF]
, 2017 Preparing large ensembles for performance involves musical, social, logistical and financial challenges of a kind seldom encountered in other forms of collective music-making.
Cottrell, S.J.
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GARD-LENS: A downscaled large ensemble dataset for understanding future climate and its uncertainties [PDF]
Scientific DataThis article introduces the Generalized Analog Regression Downscaling method Large Ensemble (GARD-LENS) dataset, comprised of daily precipitation, mean temperature, and temperature range over the Contiguous U.S., Alaska, and Hawaii at 12-km, 4-km, and 1 ...
Samantha H. Hartke +5 more
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The KNMI Large Ensemble Time Slice (KNMI–LENTIS) [PDF]
Geoscientific Model Development, 2023 Large-ensemble modelling has become an increasingly popular approach to studying the mean climate and the climate system’s internal variability in response to external forcing.
L. Muntjewerf +4 more
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Ensemble Large Language Models: A Survey
InformationLarge language models (LLMs) have transformed the field of natural language processing (NLP), achieving state-of-the-art performance in tasks such as translation, summarization, and reasoning.
Ibomoiye Domor Mienye, Theo G. Swart
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Frontiers in Climate, 2022 Global climate models and long-term observational records point to the intensification of extreme precipitation due to global warming. Such intensification has direct implications for worsening floods and damage to life and property.
Ishrat Jahan Dollan +4 more
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Large deviations for discrete β-ensembles
Journal of Functional Analysis, 2022 We consider discrete $β$-ensembles as introduced by Borodin, Gorin and Guionnet in (Publications math{\' e}matiques de l'IH{\' E}S 125, 1-78, 2017). Under general assumptions, we establish a large deviation principle for their rightmost particle. We apply our general results to two classes of measures that are related to Jack symmetric functions.
Sayan Das, Evgeni Dimitrov
openaire +3 more sources