Publications

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: BayesianOptimization laserwelding myown]

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]

Lukas Bauer. Bayesian optimization for a skeletal muscle using the simulation framework OpenDiHu. 2024. [PUMA: BayesianOptimization myown]

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: BayesianOptimization Drilling myown peer] URL

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: BayesianOptimization Laser Welding X-ray myown]

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: BayesianOptimization Laser Welding X-ray myown peer] 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. Procedia CIRP, (124):772–775, Elsevier BV, 2024. [PUMA: myown Welding peer Laser BayesianOptimization X-ray] URL