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Dataset for the article 'Predictive visualisation of high repetition rate femtosecond machining of silica using deep learning'

Dataset for the article 'Predictive visualisation of high repetition rate femtosecond machining of silica using deep learning'
Dataset for the article 'Predictive visualisation of high repetition rate femtosecond machining of silica using deep learning'
This dataset contains: <FIGURE 1 figure image and associated data for height map> fig1.png fig1_height_map_data.npz <FIGURE 2> fig2.png <FIGURE 3 figure image and associated data> fig3.png fig3_part_a.txt fig3_part_b.txt <FIGURE 4 figure image and associated data for predicted and test power> fig4.png fig4_predicted_power.txt fig4_test_power.txt <FIGURE 5 figure image and associated data for power and RMSE> fig5.png fig5_power.txt fig5_RMSE.txt <FIGURE 6 figure image and associated data for power values> fig6.png fig6_power_values.txt
University of Southampton
Mills, Benjamin
05f1886e-96ef-420f-b856-4115f4ab36d0
Grant-Jacob, James
c5d144d8-3c43-4195-8e80-edd96bfda91b
Zervas, Michael
1840a474-dd50-4a55-ab74-6f086aa3f701
Mills, Benjamin
05f1886e-96ef-420f-b856-4115f4ab36d0
Grant-Jacob, James
c5d144d8-3c43-4195-8e80-edd96bfda91b
Zervas, Michael
1840a474-dd50-4a55-ab74-6f086aa3f701

Mills, Benjamin, Grant-Jacob, James and Zervas, Michael (2024) Dataset for the article 'Predictive visualisation of high repetition rate femtosecond machining of silica using deep learning'. University of Southampton doi:10.5258/SOTON/D2738 [Dataset]

Record type: Dataset

Abstract

This dataset contains: <FIGURE 1 figure image and associated data for height map> fig1.png fig1_height_map_data.npz <FIGURE 2> fig2.png <FIGURE 3 figure image and associated data> fig3.png fig3_part_a.txt fig3_part_b.txt <FIGURE 4 figure image and associated data for predicted and test power> fig4.png fig4_predicted_power.txt fig4_test_power.txt <FIGURE 5 figure image and associated data for power and RMSE> fig5.png fig5_power.txt fig5_RMSE.txt <FIGURE 6 figure image and associated data for power values> fig6.png fig6_power_values.txt

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fig3_part_a.txt - Dataset
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fig3.png - Image
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fig3_part_b.txt - Dataset
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Readme.txt - Dataset
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fig4_predicted_power.txt - Dataset
Available under License Creative Commons Attribution.
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fig4_test_power.txt - Dataset
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Image
fig4.png - Image
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fig5_power.txt - Dataset
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fig5_RMSE.txt - Dataset
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Image
fig5.png - Image
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fig6_power_values.txt - Dataset
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fig6.png - Image
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fig1.png - Image
Available under License Creative Commons Attribution.
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fig2.png - Image
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fig1_height_map_data.npz - Dataset
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More information

Published date: 2024

Identifiers

Local EPrints ID: 486209
URI: http://eprints.soton.ac.uk/id/eprint/486209
PURE UUID: 78973bbc-a488-4073-b34f-41255a05f6bd
ORCID for Benjamin Mills: ORCID iD orcid.org/0000-0002-1784-1012
ORCID for James Grant-Jacob: ORCID iD orcid.org/0000-0002-4270-4247
ORCID for Michael Zervas: ORCID iD orcid.org/0000-0002-0651-4059

Catalogue record

Date deposited: 12 Jan 2024 17:49
Last modified: 13 Jan 2024 02:43

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