Predicting premature failure of quantum cascade lasers with different quantum designs using active machine learning

A Ahmet Cagri Aydinkarahaliloglu A Arifin Nur Alif X Xiaojun Wang (National Laboratory of Solid State Microstructures, School of Sustainable Energy and Resources, Jiangsu Key Laboratory of Artificial Functional Materials, Collaborative Innovation Center of Advanced Microstructures, Frontiers Science Center for Critical Earth Material Cycling) M Mariano Troccoli A Anthony J. Hoffman

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 15, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (5)

A

Ahmet Cagri Aydinkarahaliloglu

A

Arifin Nur Alif

X

Xiaojun Wang

National Laboratory of Solid State Microstructures, School of Sustainable Energy and Resources, Jiangsu Key Laboratory of Artificial Functional Materials, Collaborative Innovation Center of Advanced Microstructures, Frontiers Science Center for Critical Earth Material Cycling

M

Mariano Troccoli

A

Anthony J. Hoffman