Timo Gahlmann

Showing 9 publications

2024

Inverse Design of Metamaterials and Photonic Crystals Using Machine Learning

Viktor Lilja, Albin Jonasson Svärdsby, Timo Gahlmann et al
2024 18th International Congress on Artificial Materials for Novel Wave Phenomena, Metamaterials 2024
Paper in proceeding
2023

Machine Learning Techniques and Practical Advice for the Free-Form Inverse Design of Nanophotonic Devices

Timo Gahlmann, Philippe Tassin
International Conference on Metamaterials, Photonic Crystals and Plasmonics, p. 1520-1521
Paper in proceeding
2022

Deep neural networks for the prediction of the optical properties and the free-form inverse design of metamaterials

Timo Gahlmann, Philippe Tassin
Physical Review B. Vol. 106 (8)
Journal article
2022

Deep Neural Networks for the Topological Optimization of Metasurfaces

Timo Gahlmann, Philippe Tassin
Optics InfoBase Conference Papers
Paper in proceeding
2022

Machine Learning Approach to the Topological Optimization of Metasurfaces

Timo Gahlmann, Philippe Tassin
International Conference on Metamaterials, Photonic Crystals and Plasmonics, p. 541-542
Paper in proceeding
2022

Inverse Design of Free-Form Metasurfaces with Deep Neural Networks

Timo Gahlmann, Philippe Tassin
Optics InfoBase Conference Papers
Paper in proceeding
2021

Deep Neural Networks for the Prediction of the Optical Properties and the Design of Metamaterials

Timo Gahlmann, Philippe Tassin
International Conference on Metamaterials, Photonic Crystals and Plasmonics, p. 385-386
Paper in proceeding

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