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
Poster | Peer reviewedDetails about the publication
Name of the repository: https://neurips.cc/virtual/2023/workshop/66541
Status: Published
Release year: 2023
Language in which the publication is written: English
Conference: Neural Information Processing Systems (NeurIPS) Workshop on AI for Accelerated Materials Design (AI4Mat-2023), New Orleans, United States
Keywords: Reinforcement learning, deep learning, machine learning, inverse design, nano photonics, optimisation
Authors from the University of Münster
| Becker, Marlon | Professorship of Geoinformatics for Sustainable Development (Prof. Risse) |
| Butz, Marco | Junior professorship for integration and manipulation of quantum emitters (Prof. Schuck) |
| Lemli, David | Institute of Physical Chemistry |
| Risse, Benjamin | Professorship of Geoinformatics for Sustainable Development (Prof. Risse) |
| Schuck, Carsten | Junior professorship for integration and manipulation of quantum emitters (Prof. Schuck) |