Supervised learning

Reinforcement Learning

Large Language Models

Quantum Machine Learning

Applications in Networking, Transportation, Robotics, Manufacturing, Healthcare, Biomedical, and Climate

Digital-Industrial Strategy, Business and Financial Models

Resilient and Sustainable Manufacturing & Supply Chains

Production Systems, Operations Management, Enterprise Systems

Smart Manufacturing, Industry 4.0, AIoT

Digital transformation, Digital Twins

Energy Transition & Transportation

Innovation Commercialization & Go-to-Market @Scale

Understanding the link between urban form and human health

Assessing the “mobility option” equity in Indiana

AI-based TA tool “Arthur” to enhance student learning

Search and Rescue agent collaboration and task coordination

Wearable sensors for healthcare (sleep management)

Radiation oncology

Humanitarian assistance activities

Data driven methods with structural and function

Understanding Human brain structure and function

Collaborations exploring schizophrenia, Alzheimers, Traumatic Brain Injury (TBI)

Applied Probability

Inference and Algorithms on Networks

Random Graphs

Stochastic Processes

Wearable physiological sensors for monitoring dysautonomia

Development of assistive technologies for persons with disabilities

Human-centered design of home and workspaces including STEM labs

Digital human modeling

Safety engineering

Work methods and measurement

Ergonomics

Construction safety

Risk management

Decision making

Projecting long-term services and supports needs in Minnesota

Improving data systems in Montana Adult Protective Services

Evaluation of a community coalition on opioid use disorder

Operations and Supply Chain Strategy

Smart Manufacturing and Process Optimization

Digital Twin and Predictive Simulation (Discrete Events and System Dynamics)

Engineering Learning Innovation and Pedagogy

Methods for simulation optimization

Multi-objective simulation optimization

Two-stage multi-objective linear programs (e.g. disaster planning)

Cost-effectiveness analysis

Developing optimization-based technology for dynamic decision making

Enhancing and streamlining operations using real-time analytics

Supporting planner-in-the-loop environments

Risk analysis of critical networks such as food supply chains

Transportation systems design trading off economic, environmental, and social goals

System Modeling, Robust & Stochastic Optimization, Machine Learning for Optimization

Stochastic integer programming/Markov decision processes

Resource allocation and scheduling in healthcare and supply chains

Disease prevention/control modeling

Electronic health record data analysis

EMS logistics – ambulance dispatching, relocation, collaboration

Humanitarian logistics – routing with non-routineness, flying warehouses

Human Factors

Safety engineering

Hazard Communication and Decision Support Systems

Nanofabrication

Soft Robotics

Flexible Electronics

Wearable and Implantable Devices

Smart/Programmable Materials

Nonlinear optimization and its applications

Eigenvalue computation of large sparse matrices

Computational oncology

Soliton physics

Supply Chain Network Design and Management

Logistics with drones and automated vehicles

Public transportation network design

Disaster Management

Resilient Community to Disruptions

Learning models for performance prediction in assembly lines

Ergonomics for worker safety and productivity

Product usability testing for market sustainability

Biomechanical modeling and data collection

Health information technology

Cognitive systems engineering

Situation awareness

Usability

Health information exchange

Clinical decision-making

Robotics

Mechanism Design

Tactile Perception

Real-time Control of Smart Factories via Digital Twin

Modeling Human Decision-Making (BDI Model)

Multi-paradigm Simulations (agent, discrete event, VR)

Modeling and Control in Emergency, Healthcare, UAVs

Modeling pandemic disease spread (e.g., Zika, COVID-19)

Antigenically variable pathogens (e.g., Influenza H3N2)

Equity-focused vaccination strategy optimization

Social media impact on health policy

ML in public health policy discovery

fMRI network analysis for cognitive decline

Network science, OR, stochastic modeling, ML

Multimodal Robotic Co-Workers in the OR

Autonomous, Unmanned Medical Robots

Skill Augmentation Robotics

AI-based Mentoring Systems

Engineering Education Accessibility

Wearable multimodal sensors for health monitoring

Sensors for performance assessment

Nanotechnology for clean water and power resiliency

Stochastic Optimization

Data Science

Nonlinear Optimization

Machine Learning

Algorithms

Healthcare Applications

Adaptive human-robot interaction for surgery performance

Real-time workload sensing

Stochastic Optimization

Distributed Optimization

Machine Learning