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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.APShow all

3 papers · 1 filter

stat.AP2022

Multifidelity Active Learning for Failure Estimation of TRISO Nuclear Fuel

Somayajulu L. N. Dhulipala, Promit Chakroborty, Michael D. Shields +3

The Tristructural isotropic (TRISO)-coated particle fuel is a robust nuclear fuel proposed to be used for multiple modern nuclear technologies. Therefore, characterizing its safety…

stat.AP2022

Reliability Estimation of an Advanced Nuclear Fuel using Coupled Active Learning, Multifidelity Modeling, and Subset Simulation

Somayajulu L. N. Dhulipala, Michael D. Shields, Promit Chakroborty +7

Tristructural isotropic (TRISO)-coated particle fuel is a robust nuclear fuel and determining its reliability is critical for the success of advanced nuclear technologies. However,…

stat.AP2020

Probabilistic modeling of discrete structural response with application to composite plate penetration models

Anindya Bhaduri, Christopher S. Meyer, John W. Gillespie +3

Discrete response of structures is often a key probabilistic quantity of interest. For example, one may need to identify the probability of a binary event, such as, whether a struc…

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