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Australia

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Preprint Sep 2026

A tool for new Hybrid models: a swift algorithm to calculate the left inverse of a square root of a horizontally localized climatological ensemble covariance matrix

Computing matrix inverses (or, e.g., left inverses) using known algorithms is in general computationally prohibitive in high dimension, such as in an operational weather forecasting context. In this article, a swift, scalable algorithm to calculate the left inverse (through singular values decompositions techniques) of...

Francesco Sardelli, C. H. B. S. O. Geography, Earth et al. · 1 citation

Preprint Aug 2026

Constraining neutron-star properties with ensembles of thermonuclear bursts: application to SRGA J144459.2-604207

Deducing the properties of the host neutron stars from thermonuclear (type-I) X-ray bursts remains a challenge, due to incomplete data, multidimensional parameter space, and dearth of suitable models and analysis tools. Here we describe further development of the BEANSP package, with a new"ensemble"analysis mode utilis...

D. K. Galloway, S. Jones, Luke Waterson et al. · 0 citations

#natural language process... Preprint Aug 2026

DisCTI: Who Needs to Know Timely? Automated Sector-Aware Cyber Threat Intelligence Dissemination

This work forms sector-targeted CTI dissemination as a multilabel classification problem, leveraging deep field knowledge of CTI structures and sector-specific threat patterns, and applies BERT, a transformer-based model, to automate the mapping of CTI events to sectors.

Fajar Wijitrisnanto, Alsharif Abuadbba, Yan-Song Gao et al. · 0 citations