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researcher

K. Spiliopoulos

74 papers hereh-index 305.7k citations174 works total

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

author position
  • sole author12
  • first author5
  • middle author5
  • last author52

Across the 74 of 74 papers where every author was matched, so the position is known.

fields
  • math.PR46
  • q-fin.RM6
  • stat.ME5
  • cs.LG4
  • q-fin.MF4
  • math.DS2
same name
  • K. Spiliopoulos — 5 papers, h 0
  • K. Spiliopoulos — 3 papers, h 2

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
20082023
most citedDGM: A deep learning algorithm for solving partial differential equations

2.3k citations · 2.7k across the 51 of their papers we have counts for

collaborators
Showing 2020 · math.PRShow all

2 papers · 2 filters

math.PR2020

Large deviations for interacting multiscale particle systems

Zachary Bezemek, Konstantinos Spiliopoulos

We consider a collection of weakly interacting diffusion processes moving in a two-scale locally periodic environment. We study the large deviations principle of the empirical dist…

math.PR2020★ 1 cited

Mean Field Limits of Particle-Based Stochastic Reaction-Diffusion Models

Samuel A. Isaacson, Jingwei Ma, Konstantinos Spiliopoulos

Particle-based stochastic reaction-diffusion (PBSRD) models are a popular approach for studying biological systems involving both noise in the reaction process and diffusive transp…

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