2 papers
cs.CR2026
The Exclusion Ratchet: False-Positive Suppression Accumulates and Persists in Detection Rule Repositories
Sudaroli Dhananjeyan, Kumaran U
When a rule produces too many false alarms an analyst adds an exclusion, and the rule thereafter declines to alert in that circumstance. Each such decision is locally reasonable; w…
physics.comp-ph2026
Lumina: An AI-Augmented Multiscale Material Informatics Framework for Extreme Aero-Chemo-Thermo-Mechanical Regimes
Pradeep Kumar Seshadri, Vigneshwaran N, Sudaroli Dhananjeyan +8
Predictive simulations and experimental design involving extreme aero-chemo-thermo-mechanical regimes require high-fidelity material representation across diverse physical states.…