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Guannan Zhang

4 papers hereh-index 456 citations12 works total

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

author position
  • last author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CE1
  • stat.ML1
same name
  • Guannan Zhang — 38 papers, h 7
  • Guannan Zhang — 22 papers, h 24
  • Guannan Zhang — 21 papers, h 2
  • Guannan Zhang — 11 papers, h 22
  • Guannan Zhang — 5 papers, h 3
  • Guannan Zhang — 3 papers, h 3

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

most citedA Training-Free Conditional Diffusion Model for Learning Stochastic Dynamical Systems

2 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025

Generative AI Models for Learning Flow Maps of Stochastic Dynamical Systems in Bounded Domains

Minglei Yang, Yanfang Liu, Diego del-Castillo-Negrete +2

Simulating stochastic differential equations (SDEs) in bounded domains, presents significant computational challenges due to particle exit phenomena, which requires accurate modeli…

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