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researcher

Siting Liu

17 papers hereh-index 14564 citations32 works total

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

author position
  • first author4
  • middle author13

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • math.OC9
  • math.NA6
  • cs.LG1
  • math.AP1
same name
  • Siting Liu — 4 papers, h 2
  • Siting Liu — 2 papers, h 13
  • Siting Liu — 2 papers, h 6

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
20202026
most citedIn-Context Operator Learning with Data Prompts for Differential Equation Problems

52 citations · 89 across the 15 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

math.OC2020★ 4 cited

Splitting methods for a class of non-potential mean field games

Siting Liu, Levon Nurbekyan

We extend the methods from Nurbekyan, Saude "Fourier approximation methods for first-order nonlocal mean-field games" [Port. Math. 75 (2018), no. 3-4] and Liu, Jacobs, Li, Nurbekya…

math.OC2020

Controlling Propagation of epidemics via mean-field control

Wonjun Lee, Siting Liu, Hamidou Tembine +2

The coronavirus disease 2019 (COVID-19) pandemic is changing and impacting lives on a global scale. In this paper, we introduce a mean-field game model in controlling the propagati…

math.OC2020★ 8 cited

Computational methods for nonlocal mean field games with applications

Siting Liu, Matthew Jacobs, Wuchen Li +2

We introduce a novel framework to model and solve mean-field game systems with nonlocal interactions. Our approach relies on kernel-based representations of mean-field interactions…

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