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H. M. Kroetz

2 papers hereh-index 9329 citations21 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

most citedA two-level Kriging-based approach with active learning for solving time-variant risk optimization problems

53 citations · 53 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2026

Stochastic Emulation using Generalized Stratified Sampling for Performance-Based Risk Optimization of Structures

Isabela D. Rodrigues, Seymour M. J. Spence, Henrique M. Kroetz +1

Metamodels are instrumental in reducing the computational burden associated with nested reliability analyses and optimization loops in Performance-Based Risk Optimization (PBRO) of…

stat.CO2020★ 53 cited

A two-level Kriging-based approach with active learning for solving time-variant risk optimization problems

H. M. Kroetz, M. Moustapha, A. T. Beck +1

Several methods have been proposed in the literature to solve reliability-based optimization problems, where failure probabilities are design constraints. However, few methods addr…

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