A multi-source extension of constrained Max-value Entropy Search for Bayesian optimization incorporates auxiliary data sources to improve early exploration and performance under constraints even with weak correlations.
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MDOcean is a multidisciplinary semi-analytical model for wave energy converters that runs in 151 ms with near-numerical accuracy for techno-economic analysis.
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Constrained Bayesian Optimisation with Multiple Information Sources
A multi-source extension of constrained Max-value Entropy Search for Bayesian optimization incorporates auxiliary data sources to improve early exploration and performance under constraints even with weak correlations.
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Development, Validation, and Benchmarking of a Multidisciplinary Semi-Analytical Model for Wave Energy Converters
MDOcean is a multidisciplinary semi-analytical model for wave energy converters that runs in 151 ms with near-numerical accuracy for techno-economic analysis.