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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

D. Dey

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Open access Oct 2026

Seasonal Variation in Mood and Associated Patterns of Sleep, Activity, Circadian Rhythms and Light.

The mechanisms underlying seasonal mood variation are incompletely characterised. We tested whether wearable-measured sleep, activity, circadian and light exposure patterns are associated with seasonal mood variation in young Australians with emerging mood disorders. We analysed 733 observation periods from 422 partici...

M. Shin, E. Tonini, J. Carpenter et al. · 0 citations
Preprint Sep 2026

Bigraphical Mat\'ern-Whittle (BMW) Processes for Fast Inference of Big Multivariate Spatial Data on General Domains

Large spatial data sets now record many correlated variables at many thousands of locations, often on domains where Euclidean distance misrepresents proximity. The central difficulty is modelling the cross-variable dependence jointly while retaining variable-level interpretation. We introduce the bigraphical Mat'ern-Wh...

D. Dey, Alokesh Manna, Christopher J. Geoga · 1 citation

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