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researcher

M. Giles

30 papers hereh-index 171.1k citations63 works total

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

author position
  • sole author2
  • first author16
  • middle author8
  • last author4

Across the 30 of 30 papers where every author was matched, so the position is known.

fields
  • math.NA20
  • q-fin.CP5
  • q-bio.QM2
  • math.PR1
  • stat.CO1
  • stat.ML1
same name
  • M. Giles — 31 papers, h 24
  • M. Giles — 18 papers, h 7
  • M. Giles — 15 papers, h 55
  • M. Giles — 3 papers, h 3
  • M. Giles — 2 papers, h 5
  • M. Giles — 1 paper, h 1

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
20092025
most citedOn the utility of graphics cards to perform massively parallel simulation of advanced Monte Carlo methods

207 citations · 416 across the 27 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

math.NA2018

Random Bit Multilevel Algorithms for Stochastic Differential Equations

Michael B. Giles, Mario Hefter, Lukas Mayer +1

We study the approximation of expectations $\E(f(X))$ for solutions X of SDEs and functionals f:C([0,1],Rr)→R by means of restricted Monte Carlo algorithms that m…

math.NA2018★ 34 cited

Efficient white noise sampling and coupling for multilevel Monte Carlo with non-nested meshes

Matteo Croci, Michael B. Giles, Marie E. Rognes +1

When solving stochastic partial differential equations (SPDEs) driven by additive spatial white noise, the efficient sampling of white noise realizations can be challenging. Here,…

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