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Supporting data for "Inverse design of unitary transmission matrices in silicon photonic coupled waveguide arrays using a neural adjoint model"

Supporting data for "Inverse design of unitary transmission matrices in silicon photonic coupled waveguide arrays using a neural adjoint model"
Supporting data for "Inverse design of unitary transmission matrices in silicon photonic coupled waveguide arrays using a neural adjoint model"
This dataset is in support of the paper to be published in ACS Photonics The dataset contains the files "3x3_CWG_random_spiked_data_network_predictions_and_resimulation.zip" Neural network generated pixel patterns and the asociated electric field predictions for 1000 random target transmission matrices. Also contained is the manually resimulated electric field for validation. - "Thermal_flucuations.zip" Pixel pattern file predicted by the network to implement the H3 Hadamard transmission matrix. The resimualted electric field is recorded for a range of temperatures ranging from 100K to 395K
University of Southampton
Radford, Thomas William
71ac0576-afc9-43c4-b0bf-c51719afe551
Muskens, Otto
2284101a-f9ef-4d79-8951-a6cda5bfc7f9
Radford, Thomas William
71ac0576-afc9-43c4-b0bf-c51719afe551
Muskens, Otto
2284101a-f9ef-4d79-8951-a6cda5bfc7f9

Radford, Thomas William (2025) Supporting data for "Inverse design of unitary transmission matrices in silicon photonic coupled waveguide arrays using a neural adjoint model". University of Southampton doi:10.5258/SOTON/D3348 [Dataset]

Record type: Dataset

Abstract

This dataset is in support of the paper to be published in ACS Photonics The dataset contains the files "3x3_CWG_random_spiked_data_network_predictions_and_resimulation.zip" Neural network generated pixel patterns and the asociated electric field predictions for 1000 random target transmission matrices. Also contained is the manually resimulated electric field for validation. - "Thermal_flucuations.zip" Pixel pattern file predicted by the network to implement the H3 Hadamard transmission matrix. The resimualted electric field is recorded for a range of temperatures ranging from 100K to 395K

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Thermal_flucuations.zip - Dataset
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3x3_CWG_random_spiked_data_network_predictions_and_resimulation.zip - Dataset
Available under License Creative Commons Attribution.
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More information

Published date: 17 January 2025
Related URLs:
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Identifiers

Local EPrints ID: 497273
URI: http://eprints.soton.ac.uk/id/eprint/497273
DOI: doi:10.5258/SOTON/D3348
PURE UUID: 2a48d3cd-1872-4b6f-8109-9582d3702fba
ORCID for Otto Muskens: ORCID iD orcid.org/0000-0003-0693-5504

Catalogue record

Date deposited: 17 Jan 2025 17:33
Last modified: 13 Jun 2025 01:43

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Contributors

Creator: Thomas William Radford
Research team head: Otto Muskens ORCID iD

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