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researcher

Jinmin Guo

9 papers hereh-index 110 citations4 works total

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

author position
  • first author3
  • middle author5

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • math.OC2
  • cs.CR1
  • math.DS1
  • q-fin.MF1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedLearning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks

1 citations · 1 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

math.DS2024

Action Functional as an Early Warning Indicator in the Space of Probability Measures via Schrödinger Bridge

Peng Zhang, Ting Gao, Jin Guo +1

Critical transitions and tipping phenomena between two meta-stable states in stochastic dynamical systems are a significant scientific issue. In this work, we expand the methodolog…

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