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06/09/2023
Domain-Agnostic Batch Bayesian Optimization with Diverse Constraints via Bayesian Quadrature
Real-world optimisation problems often feature complex combinations of (...
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02/07/2023
Machine learning benchmarks for the classification of equivalent circuit models from solid-state electrochemical impedance spectra
Analysis of Electrochemical Impedance Spectroscopy (EIS) data for electr...
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01/27/2023
SOBER: Highly Parallel Bayesian Optimization and Bayesian Quadrature over Discrete and Mixed Spaces
Batch Bayesian optimisation and Bayesian quadrature have been shown to b...
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10/28/2022
Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature
A wide variety of battery models are available, and it is not always obv...
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06/09/2022