Research Vision
Adaptive Training for Human Performance
We envision training environments that continuously monitor cognitive,
emotional, and physiological states to provide personalized scenarios,
intelligent feedback, and objective performance assessment. These
systems aim to prepare individuals for demanding operational
conditions while improving safety, learning efficiency, and mission
readiness.
Core Technologies
AI-Driven Immersive Training
Our research integrates virtual reality, physiological sensing,
wearable devices, behavioral analytics, and machine learning to create
intelligent simulation environments that adapt to the trainee in real
time.
Virtual Reality
Mission Simulation
EEG
Eye Tracking
Physiological AI
Adaptive Training
Situational Awareness
Maintain Awareness in Dynamic Environments
Investigate how individuals perceive, interpret, and respond to
rapidly changing operational situations while maintaining awareness of
surrounding events and mission objectives.
Decision-Making
Support Better Decisions
Analyze cognitive processes involved in time-critical decisions under
uncertainty, enabling intelligent systems that provide adaptive
guidance and objective performance evaluation.
Cognitive Resilience
Perform Under Stress
Study how stress, fatigue, workload, and emotional pressure influence
human performance and develop strategies to improve resilience during
demanding missions.
Defense Training
Immersive Mission Preparation
Design adaptive simulations that evaluate situational awareness,
teamwork, cognitive workload, and decision quality during realistic
operational scenarios.
Emergency Response
Prepare for Critical Incidents
Create virtual training environments for disaster response,
firefighting, emergency medicine, and crisis management where
operators can safely develop critical skills under realistic pressure.
Human–Autonomy Teaming
Collaborate with Intelligent Systems
Investigate effective interaction between humans and autonomous
platforms, including UAVs, robotic teammates, and AI decision-support
systems in mission-oriented environments.
Performance Assessment
Measure Readiness Objectively
Develop multimodal assessment methods that combine physiological
signals, behavioral analytics, and AI to evaluate mission readiness,
learning progress, and long-term performance.
Future Directions
Building the Next Generation of Intelligent Training Systems
Our long-term vision is to develop neuroadaptive training environments
capable of understanding each trainee's cognitive and emotional state,
automatically adjusting mission complexity, predicting performance
limitations, and supporting lifelong skill development through digital
twins and human-centered artificial intelligence.
Mission Readiness
Human Digital Twins
Adaptive Simulation
Human-AI Teaming
Decision Intelligence
Resilient Performance
Student Opportunities
Advance Human Performance in Complex Missions
Students contribute to projects involving immersive simulation,
physiological signal analysis, cognitive modeling, human factors,
virtual reality development, machine learning, mission analytics, and
human–autonomy collaboration. Research spans defense, emergency
response, aviation, robotics, and other safety-critical domains.
Virtual Reality
Human Factors
Mission Analytics
EEG
AI
Human-Autonomy Teaming