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M. Shields

13 papers hereh-index 283k citations102 works total

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

author position
  • middle author3
  • last author10

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.AP3
  • math.ST2
  • stat.CO2
  • math.NA1
  • stat.ME1
same name
  • M. Shields — 2 papers, h 6
  • M. Shields — 1 paper
  • M. Shields — 1 paper

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
20182023
most citedData-driven surrogates for high dimensional models using Gaussian process regression on the Grassmann manifold

59 citations · 64 across the 10 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ME2021

Imprecise Subset Simulation

Dimitris G. Giovanis, Michael Shields

The objective of this work is to quantify the uncertainty in probability of failure estimates resulting from incomplete knowledge of the probability distributions for the input ran…

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