Siming Liang

According to our database, Siming Liang authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Global Attention with Linear Complexity for Exascale Generative Data Assimilation in Earth System Prediction.

Xiao Wang, Zezhong Zhang, Isaac Lyngaas, Hong-Jun Yoon, Jong-Youl Choi, Siming Liang, Janet Wang, Hristo G. Chipilski, Ashwin M. Aji, Feng Bao, Peter Jan van Leeuwen, Dan Lu, Guannan Zhang

CoRR, April, 2026

2025

Ensemble score filter with image inpainting for data assimilation in tracking surface quasi-geostrophic dynamics with partial observations.

Siming Liang, Hoang Tran, Feng Bao, Hristo G. Chipilski, Peter Jan van Leeuwen, Guannan Zhang

CoRR, January, 2025

2024

Convergence Analysis for A Stochastic Maximum Principle Based Data Driven Feedback Control Algorithm.

Siming Liang, Hui Sun, Richard Archibald, Feng Bao

CoRR, 2024

A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics.

Junqi Yin, Siming Liang, Siyan Liu, Feng Bao, Hristo G. Chipilski, Dan Lu, Guannan Zhang

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024

A Scalable Training-Free Diffusion Model for Uncertainty Quantification.

Ali Haisam Muhammad Rafid, Junqi Yin, Yuwei Geng, Siming Liang, Feng Bao, Lili Ju, Guannan Zhang

Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024