Recommend-then-Verify Multi-Fidelity Bayesian Optimization for Code-Constrained Steel Frame Sizing

Supplemental Materials for the manuscript “Recommend-then-Verify Multi-Fidelity Bayesian Optimization for Code-Constrained Steel Frame Sizing,” submitted to the Journal of Computing in Civil Engineering (ASCE). The file contains Figs. S1–S4, Tables S1–S2, the definition of the cost-aware entropy search criterion, and the protocol and results of the low-fidelity degradation study.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-06
DOI
https://doi.org/10.5281/zenodo.23999983
Primary Topic
Advanced Multi-Objective Optimization Algorithms
Type
article
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article

Recommend-then-Verify Multi-Fidelity Bayesian Optimization for Code-Constrained Steel Frame Sizing

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Zenodo (CERN European Organization for Nuclear Research)
Advanced Multi-Objective Optimization Algorithms
article

Recommend-then-Verify Multi-Fidelity Bayesian Optimization for Code-Constrained Steel Frame Sizing

Supasit Pongsivasathit, Boonchai Phungpaingam, Kamtornkiat Musiket, Yodchai Seephandorn, Kai Li
article en

Abstract

Supplemental Materials for the manuscript “Recommend-then-Verify Multi-Fidelity Bayesian Optimization for Code-Constrained Steel Frame Sizing,” submitted to the Journal of Computing in Civil Engineering (ASCE). The file contains Figs. S1–S4, Tables S1–S2, the definition of the cost-aware entropy search criterion, and the protocol and results of the low-fidelity degradation study.

Zenodo (CERN European Organization for Nuclear Research)
Rajamangala University of Technology (TH), Suihua University (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 20%
Advanced Multi-Objective Optimization Algorithms
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