QCL Dataset, 10 Layer Structure, Tolerance [-5, +20] Å, Electric Field [10,10,150] kV/cm
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https://datacommons.princeton.edu/discovery/doi/10.34770/d644-0c85
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资源简介:
A dataset of 2400 quantum cascade structures at 15 electric field
iterations, for a total of 36000 unique designs. The structures are
generated by randomly altering a starting 10-layer design of alternating
Al0.48In0.52As barrier material and In0.53Ga0.47As well material, with
layer thickness sequence of 9/57/11/54/12/45/25/34/14/33 Angstroms
(starting with well material). The random tolerance range is from -5 to
+20 Angstroms in 5 Angstrom increments. The laser transition Figure of
Merit, among other quantities of interest, is identified for each design
using a method found in: A. C. Hernandez, M. Lyu and C. F. Gmachl,
"Generating Quantum Cascade Laser Datasets for Applications in
Machine Learning," 2022 IEEE Photonics Society Summer Topicals
Meeting Series (SUM), 2022, pp. 1-2, doi: 10.1109/SUM53465.2022.9858281
提供机构:
Princeton University
创建时间:
2024-03-19



