READ ME File For 'Predictive visualisation of high repetition rate femtosecond machining of silica using deep learning'

Dataset DOI: https://doi.org/10.5258/SOTON/D2738

ReadMe Author: Ben Mills  University of Southampton https://orcid.org/0000-0002-1784-1012

This dataset supports the publication:
AUTHORS: Ben Mills, James A. Grant-Jacob, and Michalis N. Zervas
TITLE: Predictive visualisation of high repetition rate femtosecond machining of silica using deep learning
JOURNAL: Optical Materials Express
PAPER DOI IF KNOWN:  https://doi.org/10.1364/OME.505746


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


Licence: CC-BY

Related projects:
EPSRC grant EP/P027644/1
EPSRC grant EP/T026197/1
EPSRC grant EP/W028786/1

Date that the file was created: 12, 2023