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researcher

P. Caines

24 papers hereh-index 4612.3k citations370 works total

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

author position
  • first author4
  • middle author2
  • last author18

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • math.OC13
  • eess.SY7
  • cs.LG2
  • math.PR1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20122022
most citedGraphon Mean Field Games and the GMFG Equations

76 citations · 299 across the 24 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 2 cited

Transmission Neural Networks: From Virus Spread Models to Neural Networks

Shuang Gao, Peter E. Caines

This work connects models for virus spread on networks with their equivalent neural network representations. Based on this connection, we propose a new neural network architecture,…

eess.SY2022★ 1 cited

Stationary Cost Nodes in Infinite Horizon LQG-GMFGs

Rinel Foguen Tchuendom, Shuang Gao, Peter E. Caines

An analysis of infinite horizon linear quadratic Gaussian (LQG) Mean Field Games is given within the general framework of Graphon Mean Field Games (GMFG) on dense infinite graphs (…

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