University of Münster
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Dr. Marlon Marijn Becker

Current affiliations

  • Professorship of Geoinformatics for Sustainable Development (Prof. Risse)
Logo ORCIDID
0000-0002-4908-9232

Academic Education

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

Publications

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, 232-234. LNCS 16072: Springer Nature. doi:https://doi.org/10.1007/978-3-032-04552-2
Abstract in edited proceedings (conference) | Peer reviewed | Published
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), 1039-1046. doi:10.1364/JOSAB.506159
Research article (journal) | Peer reviewed | Published
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). doi:10.1103/PhysRevApplied.22.024063
Research article (journal) | Peer reviewed | Published
Probabilistic photonic computing with chaotic light
Brückerhoff-Plückelmann F; Borras H; Klein B; Varri A; Becker M; Dijkstra J; Brückerhoff M; Wright CD; Salinga M; Bhaskaran H; Risse B; Fröning H; Pernice W (2024)
In: Nature Communications, 15(1), 10445-10445. doi:10.1038/s41467-024-54931-6
Research article (journal) | Peer reviewed | Published
Learning Proposal Distributions in Simulated Annealing via Template Networks: A Case Study in Nanophotonic Inverse Design.
Becker, Marlon; Butz, Marco; Lemli, David; Schuck, Carsten; Risse, Benjamin  (2024)
In: Apostolos Antonacopoulos; Subhasis Chaudhuri; Rama Chellappa; Cheng-Lin Liu; Saumik Bhattacharya; Umapada Pal (eds.), Pattern Recognition, 188-202. Kolkata, India: Springer. doi:10.1007/978-3-031-78186-5_13
Research article (book contribution) | Peer reviewed | Published
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