no code implementations • 24 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.
no code implementations • 27 Oct 2022 • Xavier Guidetti, Marino Kühne, Yannick Nagel, Efe C. Balta, Alisa Rupenyan, John Lygeros
The tuning of fused filament fabrication parameters is notoriously challenging.
no code implementations • 24 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.
no code implementations • 25 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.