AI@UW has completed an initial mapping of the expertise of the University of Washington’s faculty and staff relative to artificial intelligence.
This resource can be searched and sorted, and we have also captured additional information about university centers and institutes. Please submit corrections or additions to this directory via the following survey.
309 Experts
145 Units
30 Colleges & Schools
Climate and the environment
51 experts across 6 categories
- Adaptation strategies
- Climate science, modeling, and forecasting
- Ecological systems, biodiversity, and conservation
- Mitigation strategies
- Natural resource management and environmental policy
- Sustainability and green innovation
Computing
220 experts across 14 categories
- Algorithmic bias assessments, explainable AI, transparency, and validations
- Computer vision, image analysis, and pattern recognition
- Data science, predictive and prescriptive analytics, recommendation systems, and visualization
- Generative AI models, deep learning, and neural networks
- Geospatial data analysis, remote sensing, and mapping
- Hardware, software, and data systems
- Human-computer interaction, user-centered design, and augmented intelligence
- Natural language processing, large language models, sentiment analysis, and conversational AI
- Network modeling, simulation, and infrastructure analysis
- Reinforcement learning, decision-making algorithms, and agent-based models
- Robotics and autonomous systems
- Speech processing, auditory recognition, and language technologies
- Tracking and surveillance
- Ubiquitous, pervasive, and edge computing
Energy, infrastructure, and built environments
21 experts across 7 categories
- Architectural and urban design
- Construction management and sustainable building
- Energy systems, renewable technologies, and smart grids
- Logistics, supply chains, and advanced manufacturing
- Transportation systems and autonomous mobility
- Urban planning and infrastructure resilience
- Water resource management and optimization
Engineering
80 experts across 6 categories
- Aerospace, mechanical, and robotics
- Biomedical engineering and health technologies
- Chemical, materials, and nanotechnology engineering
- Civil, structural, and environmental engineering
- Computer science, computer engineering, and electrical engineering
- Industrial and systems engineering
Health sciences
124 experts across 6 categories
- Bioinformatics, computational biology, genomics, protein folding, drug design, drug discovery, and pharmacoinformatics
- Clinical informatics, clinical decision support, imaging, pathology, laboratory medicine, telemedicine, and remote monitoring
- Clinical research informatics, clinical study design, and clinical trials
- Digital health, patient-centered technology, and consumer health informatics
- Precision medicine, genomic medicine, and translational bioinformatics
- Public health, population health, and health services
Human behavior
133 experts across 10 categories
- Art, design, and creative technologies
- Communication technologies, social media, and digital interaction
- Demographic dynamics and cultural studies
- Economics, finance, and workforce dynamics
- Education, personalized learning, and intelligent tutoring
- Language, linguistics, and digital humanities
- Organizational dynamics and human-AI collaboration
- Politics, public policy, and regulatory frameworks
- Psychology and cognitive science
- Social, cultural, and political relations
Natural sciences
56 experts across 5 categories
- Astronomy, astrophysics, and space sciences
- Biology and life sciences
- Chemistry and molecular science
- Earth science and environmental geoscience
- Physics
Safety, security, and responsible AI
138 experts across 8 categories
- Accessibility, inclusive design, and universal usability
- Bias, fairness, and responsible AI practices
- Cybersecurity, infrastructure protection, and data privacy
- Disaster preparedness, response, and risk management
- Ethics, explainability, transparency, and trustworthy AI
- Law, policy, regulation, and AI governance
- Misinformation, disinformation, and media literacy
- Surveillance, tracking, and social implications
Theoretical foundations and algorithmic innovation
114 experts across 8 categories
- Cognitive and neural models
- Deep learning
- Game theory and strategic decision-making
- Machine learning and algorithm development
- Mathematical methods, logic, information theory, and ontology development
- Reinforcement learning
- Statistical learning, inference, optimization, and Bayesian Networks
- Language models and natural language processing