Academic Education
since 10/2024	Master of Arts Philosophy, University of Münster
since 10/2022	Master of Arts Philosophy of Science, University of Münster
02/2021 - 03/2025	PhD Computer Science, University of Münster
10/2016 - 05/2020	Master of Science Chemistry, University of Münster
10/2016 - 09/2019	Bachelor of Science Physics, University of Münster
10/2013 - 09/2016	Bachelor of Science Chemistry, University of Münster

Interpreting Graph Neural Networks with Myerson Values for Cheminformatics Approaches Homberg, Samuel K.R.; Modlich, Malte L.; Becker, Marlon; Menke, Janosch; Morris, Garrett M.; Risse, Benjamin; Koch, Oliver (2025) In: Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor Jirsa, Yoshua Bengio (eds.), Artificial Neural Networks and Machine Learning. ICANN 2025 International Workshops and Special Sessions. LNCS 16072: Springer Nature. Abstract in edited proceedings (conference)
Activation Functions in Non-Negative Neural Networks Becker M; Drees D; Brückerhoff-Plückelmann F; Schuck C; Pernice W; Risse B (2025) In: IEEE Access Research article in digital collection
Momentum-SAM: Sharpness Aware Minimization without Computational Overhead Becker, Marlon; Altrock, Frederick; Risse, Benjamin (2025) In: Advances in Neural Information Processing Systems 39 (NeurIPS 2025), San Diego, United States. Poster
Accelerating Finite-Difference Frequency-Domain Simulations for Inverse Design Problems in Nanophotonics using Deep Learning Schulte L; Butz M; Becker M; Risse B; Schuck C (2024) In: Journal of the Optical Society of America B, 41(4). Research article (journal)
Critical nonlinear aspects of hopping transport for reconfigurable logic in disordered dopant networks Tertilt, Henri; Mensing, Jonas; Becker, Marlon; van der Wiel, Wilfred G.; Bobbert, Peter A.; Heuer, Andreas (2024) In: Physical Review Applied, 22(2). Research article (journal)