Autonomous experimentation systems and benefit of surprise-based Bayesian optimization

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An augmented surprise-guided sequential learning framework for predicting the melt pool geometry

AS Raihan, H Khosravi, TH Bhuiyan, I Ahmed - Journal of Manufacturing …, 2024 - Elsevier
Abstract Metal Additive Manufacturing (MAM) has transformed the manufacturing landscape,
bringing notable benefits such as intricate design capabilities, minimal material wastage …
Uložiť Citovať Citované 6-krát Súvisiace články Všetky verzie 4 Web of Science: 2
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Toward Futuristic Autonomous Experimentation—A Surprise-Reacting Sequential Experiment Policy

I Ahmed, STS Bukkapatnam, B Botcha… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
An autonomous experimentation platform in manufacturing is supposedly capable of
conducting a sequential search for finding suitable manufacturing conditions by itself or …
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