Publications

Andreas Michalowski, Alexander Ilin, Alexander Kroschel, Stephanie Karg, Peter Stritt, Adina Dais, Sebastian Becker, Gerhard Kunz, Steffen Sonntag, Martin Lustfeld, Petru Tighineanu, Volkher Onuseit, Michael Haas, Thomas Graf, and Heiko Ridderbusch. Advanced laser processing and its optimization with machine learning. In Laura Gemini, Aiko Narazaki, and Jan Kleinert (Eds.), 2023. [PUMA: myown Welding Laser BayesianOptimization GaussianProcesses MachineLearning Ablation Optimization] URL

Andreas Michalowski, Alexander Ilin, Alexander Kroschel, Stephanie Karg, Peter Stritt, Adina Dais, Sebastian Becker, Gerhard Kunz, Steffen Sonntag, Martin Lustfeld, Petru Tighineanu, Volkher Onuseit, Michael Haas, Thomas Graf, and Heiko Ridderbusch. Advanced laser processing and its optimization with machine learning. In Laura Gemini, Aiko Narazaki, and Jan Kleinert (Eds.), (Laser Applications in Microelectronic and Optoelectronic Manufacturing (LAMOM) XXVIII)SPIE, 2023. [PUMA: myown Welding Laser BayesianOptimization GaussianProcesses MachineLearning Ablation Optimization] URL

Tobias Menold, Volkher Onuseit, Matthias Buser, Michael Haas, Nico Bär, and Andreas Michalowski. Laser material processing optimization using bayesian optimization: a generic tool. Light: Advanced Manufacturing, (5)3:32, 2024. [PUMA: myown Welding peer Laser DesignOfExperiments BayesianOptimization Ablation Cutting] URL

Michael Haas, Robert Steinhoff, John Powell, Felix Zaiß, Johannes Wahl, Christian Hagenlocher, and Andreas Michalowski. Efficient parameter selection in laser welding via Bayesian optimization. Journal of Intelligent Manufacturing, Feb 27, 2026. [PUMA: myown Welding peer Aluminum BayesianOptimization X-ray Optimization] URL

Kim" "Glumann, Michael" "Sawannia, Michael" "Haas, Tobias" "Menold, Volkher" "Onuseit, and Andreas" "Michalowski. Enhancing the laser weld seam quality with dynamic beam shaping and Bayesian optimization. 2025. [PUMA: myown BayesianOptimization laserwelding]

Manuel Klaiber, Mathias Hug, Lukas Schneller, Ömer Can, Andreas Jahn, Axel Fehrenbacher, Peter Reimann, and Andreas Michalowski. Automated image-based parameter optimization for single-pulse laser drilling. Forum Bildverarbeitung 2024 = Image Pocessing Forum 2024, 1–12, KIT Scientific Publishing, September 2024. [PUMA: Drilling myown peer BayesianOptimization] URL

Michael Haas, Volkher Onuseit, John Powell, Felix Zaiß, Johannes Wahl, Tobias Menold, Christian Hagenlocher, and Andreas Michalowski. Improving the weld seam quality in laser welding processes by means of Bayesian optimization. 2024. [PUMA: myown Welding Laser BayesianOptimization X-ray]

Michael Haas, Volkher Onuseit, John Powell, Felix Zaiß, Johannes Wahl, Tobias Menold, Christian Hagenlocher, and Andreas Michalowski. Improving the weld seam quality in laser welding processes by means of Bayesian optimization. Procedia CIRP, (124):772–775, Elsevier BV, 2024. [PUMA: myown Welding peer Laser BayesianOptimization X-ray] URL