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]
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
Text
fig3_part_a.txt
- Dataset
Text
fig3_part_b.txt
- Dataset
Text
Readme.txt
- Dataset
Text
fig4_predicted_power.txt
- Dataset
Text
fig4_test_power.txt
- Dataset
Text
fig5_power.txt
- Dataset
Text
fig5_RMSE.txt
- Dataset
Text
fig6_power_values.txt
- Dataset
Other
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
Catalogue record
Date deposited: 12 Jan 2024 17:49
Last modified: 13 Jan 2024 02:43
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Contributors
Creator:
Benjamin Mills
Creator:
James Grant-Jacob
Creator:
Michael Zervas
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