Sensing and assessing cognition in the wild: *Mobile and wearable sensing of stress, fatigue, workload, attention, and emotional states, *Multimodal sensing and context modeling in naturalistic settings, *Non-intrusive physiological and behavioral sensing for cognitive state estimation, *Longitudinal assessment of cognition, effort, well-being, and performance

Modeling and simulating cognition with AI: *Human-centered modeling of cognitive processes, *Generative and multimodal AI for cognitive state inference, *Simulation of users, workflows, and decision contexts for system design, *Modeling uncertainty, individual differences, and neurodiversity, *Cognitive augmentation in healthcare and medicine

AI support for surgical preparation and perioperative workflows: *Mobile cognitive assistants for clinicians, caregivers, and care teams, *Stress- and workload-aware systems in emergency and hospital contexts, *Decision support, memory aids, communication support, and training tools in health settings

Interactive methods for augmentation: *Wearable, mobile, AR/VR, or ambient interfaces for cognitive support, *Just-in-time support for attention, memory, reasoning, and decision-making, *Cognitive scaffolding and adaptive assistance, *Explainable interaction techniques for AI-assisted cognition