It was a pleasure to present "Generative Priors for Traffic State Estimation: A Physics-Guided, Mask-Aware Diffusion Framework" at the BIRS workshop "Emerging Challenges in Statistical Modeling for Transportation Research" (Banff, Canada, June 28 – July 3, 2026).