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researcher

M. Shields

12 papers here

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

author position
  • middle author3
  • last author9

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.AP3
  • cs.LG2
  • math.ST2
  • stat.CO2
  • math.NA1
  • stat.ME1
same name
  • M. Shields — 2 papers
  • 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
20182022
most citedData-driven surrogates for high dimensional models using Gaussian process regression on the Grassmann manifold

59 citations · 64 across the 9 of their papers we have counts for

collaborators
Showing stat.MEShow 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.