University of Münster
CRIS@UM
DE | EN

David Lemli

Current affiliations

  • Department for Quantum Technlogy

Publications

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
Combinatorial Optimization via Memory Metropolis: Template Networks for Proposal Distributions in Simulated Annealing applied to Nanophotonic Inverse Design
Becker, Marlon; Butz, Marco; Lemli, David; Schuck, Carsten; Risse, Benjamin (2023)
In: Neural Information Processing Systems (NeurIPS) Workshop on AI for Accelerated Materials Design (AI4Mat-2023), New Orleans, United States. https://neurips.cc/virtual/2023/workshop/66541.
Poster | Peer reviewed | Published