Local PM2.5 Hotspot Detector at 300 m Resolution: A Random Forest-Convolutional Neural Network Joint Model Jointly Trained on Satellite Images and Meteorology. - Tongshu Zheng; Michael Bergin; Guoyin Wang 002; David E. Carlson (Remote. Sens., 2021)

Incorporating Prior Knowledge into Neural Networks through an Implicit Composite Kernel. - Ziyang Jiang; Tongshu Zheng; David E. Carlson (CoRR, 2022)

Assessing the Potential of PlanetScope Satellite Imagery to Estimate Particulate Matter Oxidative Potential. - Ian Hough; Loïc Argentier; Ziyang Jiang; Tongshu Zheng; Mike Bergin; David E. Carlson; Jean-Luc Jaffrezo; Jocelyn Chanussot; Gaëlle Uzu (CoRR, 2024)

Incorporating Prior Knowledge into Neural Networks through an Implicit Composite Kernel. - Ziyang Jiang; Tongshu Zheng; Yiling Liu; David E. Carlson (Trans. Mach. Learn. Res., 2024)