Research
My research revolves around the applications of Artificial Intelligence to the earth sciences. I'm especially interested in the downstream applications of weather forecasting: how to make optimal decisions related to the weather, given that our predictions are uncertain?
Selected publications
Journal paper
Outcomes of the WMO Prize Challenge to Improve Sub-Seasonal to Seasonal Predictions Using Artificial Intelligence
Frédéric Vitart et al.
[DOI]
Other works
Internal presentation
Introduction to Stochastic Interpolants
David Landry
[PDF]
Poster
Sampling physically consistent sensor network states conditioned on a numerical weather forecast: a proposal
David Landry, Anastase Charantonis, Claire Monteleoni
[PDF]
Outreach
The Deep Learning Revolution in Weather Forecasting
David Landry
[PDF]
Master's thesis
Data-driven covariance estimation for the iterative closest point algorithm
David Landry
[URL]