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Siming Liang

9 papers hereh-index 351 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author5

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph3
  • cs.LG2
  • math.OC2
  • math.NA1
  • math-ph1
same name
  • Siming Liang — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedA Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics

2 citations · 4 across the 9 of their papers we have counts for

collaborators
Showing math.NAShow all

1 paper · 1 filter

math.NA2026

Score-Based Generative Data Assimilation for Integrating Aggregated Surveillance Data into Agent-Based Models in Epidemic Tracking

Siming Liang, Jacob Hauck, Minglei Yang +3

Reliable epidemic monitoring often requires inferring regional infection burden and transmission heterogeneity from noisy, spatially aggregated, and potentially sparse surveillance…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.