AI THAT RESPECTS PHYSICS
We combine deep learning with physical models to emulate Earth systems, from smokestack plumes and air quality to airflow around people in cities.
Topics
- Plume rise from images for air-quality models Looking for students
- CFD-calibrated pedestrian simulation Mohammadjavad GhorbanalivakiliORF-RE · NSERC CREATE SMART
Key papers
- Evaluation of plume rise parameterizations in GEM-MACHv2 with analysis of image data using a deep convolutional neural network Axelrod, K. M., Gordon, M., Koushafar, M., Hao, J., Makar, P., Fathi, S., Sohn, G. · Geoscientific Model Development, 2026