Bayesian optimization of quantum cascade detectors

J Popp, M Haider, M Franckié, J Faist… - Optical and Quantum …, 2021 - Springer
A Bayesian optimization algorithm in combination with a scattering based simulation
approach is used for the optimization of quantum cascade detectors (QCDs). QCDs operate …

Self-consistent rate equation modeling of bi-functional quantum cascade structures

OB Boyraz - 2023 - open.metu.edu.tr
This study presents a single, self-consistent model based on the rate equations that
accurately estimate the performance parameters for quantum cascade structures for both …

Monte Carlo Modeling of a Short Wavelength Strain Compensated Quantum Cascade Detector

J Popp, M Haider, M Franckié, J Faist… - 2021 Conference on …, 2021 - ieeexplore.ieee.org
Intersubband (ISB) photodetectors are a suitable choice for the detection of light in the mid-
infrared and terahertz regime. They are categorized into two main classes based on their …

Numerical optimization of quantum cascade detector heterostructures

J Popp, M Haider, M Franckié, J Faist… - 2020 International …, 2020 - ieeexplore.ieee.org
We demonstrate a Bayesian optimization framework for quantum cascade (QC) devices in
the mid-infrared (mid-IR) and terahertz (THz) regime. The optimization algorithm is based on …