A Scalable Training-Free Diffusion Model for Uncertainty Quantification. - Ali Haisam Muhammad Rafid; Junqi Yin; Yuwei Geng; Siming Liang; Feng Bao 005; Lili Ju; Guannan Zhang (SC Workshops, 2024)

A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics. - Junqi Yin; Siming Liang; Siyan Liu; Feng Bao 005; Hristo G. Chipilski; Dan Lu 001; Guannan Zhang (SC Workshops, 2024)

Convergence Analysis for A Stochastic Maximum Principle Based Data Driven Feedback Control Algorithm. - Siming Liang; Hui Sun; Richard Archibald; Feng Bao 005 (CoRR, 2024)

Ensemble score filter with image inpainting for data assimilation in tracking surface quasi-geostrophic dynamics with partial observations. - Siming Liang; Hoang Tran; Feng Bao 005; Hristo G. Chipilski; Peter Jan van Leeuwen; Guannan Zhang (CoRR, 2025)