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Michael D. Shields

5 papers hereh-index 377 citations8 works total

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

author position
  • middle author1
  • last author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • cs.LG2
same name
  • Michael D. Shields — 9 papers, h 5
  • Michael D. Shields — 5 papers, h 2
  • Michael D. Shields — 2 papers, h 5
  • Michael D. Shields — 2 papers, h 1
  • Michael D. Shields — 1 paper
  • Michael D. Shields — 1 paper, h 3

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
20232026
most citedPhysics-constrained polynomial chaos expansion for scientific machine learning and uncertainty quantification

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.LG2026

Physics-Informed Gaussian Process Regression for the Constitutive Modeling of Concrete: A Data-Driven Improvement to Phenomenological Models

Chenyang Li, Himanshu Sharma, Youcai Wu +3

Understanding and modeling the constitutive behavior of concrete is crucial for civil and defense applications, yet widely used phenomenological models such as Karagozian \& Case c…

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