A comparison of machine learning methods for ozone pollution prediction. - Qilong Pan 001; Fouzi Harrou; Ying Sun 002 (J. Big Data, 2023)

GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations. - Qilong Pan 001; Sameh Abdulah; Marc G. Genton; David E. Keyes; Hatem Ltaief; Ying Sun 002 (ISC, 2024)

Block Vecchia Approximation for Scalable and Efficient Gaussian Process Computations. - Qilong Pan 001; Sameh Abdulah; Marc G. Genton; Ying Sun 002 (CoRR, 2024)

Scaled Block Vecchia Approximation for High-Dimensional Gaussian Process Emulation on GPUs. - Qilong Pan 001; Sameh Abdulah; Mustafa Abduljabbar; Hatem Ltaief; Andreas Herten; Mathis Bode; Matthew T. Pratola; Arindam Fadikar; Marc G. Genton; David E. Keyes; Ying Sun 002 (CoRR, 2025)