Postdoctoral Scholar - Engineering Strategies Against Wildfires
University of Alberta View all jobs
- Edmonton, AB
- Permanent
- Full-time
- Developing predictive models linking climate change variables (temperature, humidity, drought indicators) to wildfire occurrence probability and severity.
- Applying machine learning techniques to forecast future environmental conditions relevant to wildfire risk and smoke transport.
- Modeling indoor smoke infiltration, exposure, and time-dependent pollutant dynamics under future climate scenarios.
- Evaluating the performance of engineering mitigation strategies, including:
- Advanced filtration systems,
- Ventilation operation strategies,
- In-duct and room portable air cleaning technologies.
- Identifying design requirements for next-generation building protection systems under projected wildfire intensification.
- Publishing research findings in high-impact journals and presenting at international conferences.
- Contributing to proposal development and interdisciplinary collaborations.
- Mentoring graduate and undergraduate trainees on technical and modeling tasks.
- PhD (completed within the last 5 years or near completion) in Mechanical Engineering, Civil/Building Engineering, Environmental Engineering, Atmospheric Science, Computer Engineering, or a closely related field.
- Demonstrated research experience in indoor air quality, wildfire smoke, HVAC systems, or environmental modeling.
- Strong publication record in peer-reviewed journals.
- Excellent written and oral communication skills in English.
- Experience applying machine learning or AI methods to environmental or climate datasets.
- Background in wildfire smoke modeling, exposure assessment, or climate risk analysis.
- Familiarity with building ventilation, filtration, or air cleaning technologies.
- Experience integrating experimental, modeling, and data-driven research approaches.
- Resume
- Cover Letter
- List of Publications
- Research Plan
- Academic Referral Letters