DigitalSpace (United States)

Arbitrary-Precision OUXSPACE α Propagation from a Closed-Form Fine-Structure Candidate

This technical note publishes a reproducible arbitrary-precision layer for the OUXSPACE / STRING THEORY-2 fine-structure programme. Its primary mathematical object is the closed form αₛₜ₂ = 105/[2π(2125+2√6810)], generated by the declared OUXSPACE closure chain. The note provides...

Drone-based assessment of humpback and fin whale vessel-strike vulnerability

Collisions with vessels (vessel-strikes) are one of the largest threats to the recoveries of baleen whale populations worldwide. Vessel-strike vulnerability is complex, depending on a vessels size and speed, and the presence, position, visibility, and movement of whales. To date,...

SepSpace: payload-free open-set network traffic classification via supervised contrastive representation learning and prototype-radius rejection

Abstract Network traffic classification (NTC) increasingly needs to go beyond predefined categories and identify traffic from previously unseen classes, namely the open-set recognition problem in NTC. This problem remains challenging because encrypted traffic limits the practical...