Terahertz GaAs/AlAs quantum-cascade lasers

L Schrottke, X Lü, G Rozas, K Biermann… - Applied Physics …, 2016 - pubs.aip.org
We have realized GaAs/AlAs quantum-cascade lasers operating at 4.75 THz exhibiting more
than three times higher wall plug efficiencies than GaAs/Al 0.25 Ga 0.75 As lasers with an …

Ultrabroadband Heterogeneous THz Quantum Cascade Laser

M Jaidl, M Beiser, M Giparakis, MA Kainz… - ACS …, 2022 - ACS Publications
Broadband emission in the terahertz spectral region is a prerequisite for applications such
as spectroscopy or white light sources. Appropriate signal powers and a compact design are …

Effect of thickness and carrier density on the optical polarization of Al0. 44Ga0. 56N/Al0. 55Ga0. 45N quantum well layers

JJ Wierer, I Montano, MH Crawford… - Journal of Applied …, 2014 - pubs.aip.org
The thickness and carrier density of AlGaN quantum well (QW) layers have a strong
influence on the valence subband structure, and the resulting optical polarization and light …

[HTML][HTML] A machine learning framework for quantum cascade laser design

A Correa Hernandez, CF Gmachl - APL Machine Learning, 2024 - pubs.aip.org
A multi-layer perceptron neural network was used to predict the laser transition figure of
merit, a measure of the laser threshold gain, of over 900× 10 6 Quantum Cascade (QC) laser …

A Machine Learning Framework for Quantum Cascade Laser Design

AC Hernandez, CF Gmachl - arxiv preprint arxiv:2406.07755, 2024 - arxiv.org
A multi-layer perceptron neural network was used to predict the laser transition figure of
merit, a measure of the laser threshold gain, of over 900 million Quantum Cascade Laser …

Generating quantum cascade laser datasets for applications in machine learning

AC Hernandez, M Lyu… - 2022 IEEE Photonics …, 2022 - ieeexplore.ieee.org
Generating Quantum Cascade Laser Datasets for Applications in Machine Learning Page 1
Generating Quantum Cascade Laser Datasets for Applications in Machine Learning Andres …

Development of a multi-objective evolutionary algorithm for strain-enhanced quantum cascade lasers

D Mueller, G Triplett - Photonics, 2016 - mdpi.com
An automated design approach using an evolutionary algorithm for the development of
quantum cascade lasers (QCLs) is presented. Our algorithmic approach merges …

Towards broadband terahertz quantum cascade ring laser frequency combs

M Jaidl - 2022 - repositum.tuwien.at
The terahertz (THz) spectral region attracts increasing interest, as the development of
sources and detectors in this frequency range are progressing rapidly. This leads to the …

Performance optimization for terahertz quantum cascade laser at higher temperature using genetic algorithm

MT Arafin, N Islam, S Roy, S Islam - Optical and Quantum Electronics, 2012 - Springer
The aim of this work is to establish an approach for obtaining improved design parameters
for high temperature operation of terahertz quantum cascade lasers using a multi-objective …

Global optimization methods for the design of MIR-THz QCLs applied to explosives detection

J Radovanović, N Vuković, V Milanović - … THz), Mid Infrared (MIR) and Near …, 2021 - Springer
In this Chapter we explore the possibilities of using advanced optimization methods to
obtain structural parameters of gain-maximized quantum cascade lasers emitting at …