A unified ensemble soil moisture dataset across the continental United States
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DOI: 10.1038/s41597-025-04657-x
Abstract: A unified ensemble soil moisture (SM) package has been developed over the Continental United States (CONUS). The data package includes 19 products from land surface models, remote sensing, reanalysis, and machine learning models. All datasets… read more here.
Keywords: continental united; soil moisture; unified ensemble; soil ... See more keywords
A unified ensemble of surrogates with global and local measures for global metamodelling
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DOI: 10.1080/0305215x.2020.1739280
Abstract: ABSTRACT Surrogate models are widely used in engineering design and optimization to substitute computationally expensive simulations for efficient approximation of system behaviours. However, since actual system behaviours are usually not known a priori, it is… read more here.
Keywords: ensemble surrogates; proposed model; local measures; global local ... See more keywords
Meta‐Explainers: A Unified Ensemble Approach for Multifaceted XAI
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Intelligent Systems"
DOI: 10.1155/int/4841666
Abstract: Artificial intelligence (AI) systems are increasingly adopted in high‐stakes domains such as healthcare and finance, so the demand for transparency and interpretability has grown substantially. EXplainable AI (XAI) methods have emerged to address this challenge,… read more here.
Keywords: ensemble approach; unified ensemble; meta explainers; multifaceted xai ... See more keywords