Adaptive Design of Excitonic Absorption in Broken-Symmetry Quantum Wells
Jason Thalken, Weifei Li, Stephan Haas, A.F.J. Levi
TL;DR
This paper introduces an adaptive quantum design method to optimize broken-symmetry quantum well structures for enhanced optical responses, enabling efficient development of advanced quantum devices.
Contribution
It presents a novel stochastic search approach for designing quantum well potentials with superior excitonic optical properties, surpassing traditional ad-hoc methods.
Findings
Optimized quantum well profiles with improved optical responses.
Demonstrated efficiency of the stochastic search in design process.
New methodology for engineering excitonic wave functions.
Abstract
Adaptive quantum design is used to identify broken-symmetry quantum well potential profiles with optical response properties superior to previous ad-hoc solutions. This technique performs an unbiased stochastic search of configuration space. It allows us to engineer many-body excitonic wave functions and thus provides a new methodology to efficiently develop optimized quantum confined Stark effect device structures.
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Taxonomy
TopicsSemiconductor Quantum Structures and Devices · Neural Networks and Reservoir Computing · Quantum Information and Cryptography