Search Results for author: Xavier Guidetti

Found 4 papers, 0 papers with code

Force Controlled Printing for Material Extrusion Additive Manufacturing

no code implementations24 Mar 2024 Xavier Guidetti, Nathan Mingard, Raul Cruz-Oliver, Yannick Nagel, Marvin Rueppel, Alisa Rupenyan, Efe C. Balta, John Lygeros

In material extrusion additive manufacturing, the extrusion process is commonly controlled in a feed-forward fashion.

Advanced Manufacturing Configuration by Sample-efficient Batch Bayesian Optimization

no code implementations24 May 2022 Xavier Guidetti, Alisa Rupenyan, Lutz Fassl, Majid Nabavi, John Lygeros

We propose a framework for the configuration and operation of expensive-to-evaluate advanced manufacturing methods, based on Bayesian optimization.

Bayesian Optimization Benchmarking

Plasma Spray Process Parameters Configuration using Sample-efficient Batch Bayesian Optimization

no code implementations25 Mar 2021 Xavier Guidetti, Alisa Rupenyan, Lutz Fassl, Majid Nabavi, John Lygeros

Recent work has shown constrained Bayesian optimization to be a powerful technique for the optimization of industrial processes.

Bayesian Optimization

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