Uncertainty Quantification on Siyuan Shenhttps://siyuan-shen.github.io/tags/uncertainty-quantification/Recent content in Uncertainty Quantification on Siyuan ShenHugo -- 0.147.2enMon, 02 Feb 2026 00:00:00 +0000Enhancing Estimation of Fine Particulate Matter Chemical Composition across North America by Including Geophysical A Priori Information in Deep Learning with Uncertainty Quantificationhttps://siyuan-shen.github.io/research/north-america-pm25-composition-uncertainty/Mon, 02 Feb 2026 00:00:00 +0000https://siyuan-shen.github.io/research/north-america-pm25-composition-uncertainty/Estimating PM₂.₅ chemical composition across North America with deep learning that incorporates geophysical a priori information, with uncertainty quantification.