Overview
Education/Academic qualification
Math-Applied, Doctorate Degree
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Dive into the research topics where Siming Liang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Robustness of the Ensemble Score Filter to the Type of Assimilated Observation Networks
Xiong, Z., Liang, S., Bao, F., Zhang, G. & Chipilski, H. G., Jan 2026, In: Atmospheric Science Letters. 27, 1, e70004.Research output: Contribution to journal › Article › peer-review
Open Access -
Nonlinear Ensemble Filtering with Diffusion Models: Application to the Surface Quasigeostrophic Dynamics
Bao, F., Chipilski, H. G., Liang, S., Zhang, G. & Whitaker, J. S., Jul 2025, In: Monthly Weather Review. 153, 7, p. 1155-1169 15 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics
Yin, J., Liang, S., Liu, S., Bao, F., Chipilski, H. G., Lu, D. & Zhang, G., 2024, Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 11-18 8 p. (Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations -
A Scalable Training-Free Diffusion Model for Uncertainty Quantification
Muhammad Rafid, A. H., Yin, J., Geng, Y., Liang, S., Bao, F., Ju, L. & Zhang, G., 2024, Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 380-386 7 p. (Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Convergence Analysis for an Online Data-Driven Feedback Control Algorithm
Liang, S., Sun, H., Archibald, R. & Bao, F., Aug 2024, In: Mathematics. 12, 16, 2584.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations