Polariton condensates for classical and quantum computing

A Kavokin, TCH Liew, C Schneider… - Nature Reviews …, 2022 - nature.com
Polariton lasers emit coherent monochromatic light through a spontaneous emission
process. As a rare example of a system in which Bose–Einstein condensation and …

Microcavity exciton polaritons at room temperature

S Ghosh, R Su, J Zhao, A Fieramosca, J Wu… - Photonics …, 2022 - spiedigitallibrary.org
The quest for realizing novel fundamental physical effects and practical applications in
ambient conditions has led to tremendous interest in microcavity exciton polaritons working …

Modern applications of machine learning in quantum sciences

A Dawid, J Arnold, B Requena, A Gresch… - arXiv preprint arXiv …, 2022 - arxiv.org
In these Lecture Notes, we provide a comprehensive introduction to the most recent
advances in the application of machine learning methods in quantum sciences. We cover …

MXene‐Nanoflakes‐Enabled All‐Optical Nonlinear Activation Function for On‐Chip Photonic Deep Neural Networks

A Hazan, B Ratzker, D Zhang, A Katiyi… - Advanced …, 2023 - Wiley Online Library
Abstract 2D metal carbides and nitrides (MXene) are promising material platforms for on‐
chip neural networks owing to their nonlinear saturable absorption effect. The localized …

Origin of exciton–polariton interactions and decoupled dark states dynamics in 2D hybrid perovskite quantum wells

A Fieramosca, R Mastria, K Dini, L Dominici… - Nano Letters, 2024 - ACS Publications
The realization of efficient optical devices depends on the ability to harness strong
nonlinearities, which are challenging to achieve with standard photonic systems. Exciton …

Quantum neuromorphic computing with reservoir computing networks

S Ghosh, K Nakajima, T Krisnanda… - Advanced Quantum …, 2021 - Wiley Online Library
Quantum reservoir networks combine the intelligence of neural networks with the potential of
quantum computing in a single platform. This platform operates on the architecture of …

Large-scale photonic natural language processing

C M. Valensise, I Grecco, D Pierangeli… - Photonics Research, 2022 - opg.optica.org
Modern machine-learning applications require huge artificial networks demanding
computational power and memory. Light-based platforms promise ultrafast and energy …

Single-shot polarimetry of vector beams by supervised learning

D Pierangeli, C Conti - Nature Communications, 2023 - nature.com
States of light encoding multiple polarizations-vector beams-offer unique capabilities in
metrology and communication. However, their practical application is limited by the lack of …

Microcavity Exciton‐Polariton Quantum Spin Fluids

HB Yang, NY Kim - Advanced Quantum Technologies, 2022 - Wiley Online Library
Microcavity exciton‐polaritons are attractive quantum quasi‐particles resulting from strong
light–matter coupling in a quantum‐well‐cavity structure. They have become one of the most …

Harnessing exciton-polaritons for digital computing, neuromorphic computing, and optimization

A Opala, M Matuszewski - Optical Materials Express, 2023 - opg.optica.org
Polaritons are quasiparticles resulting from the strong quantum coupling of light and matter.
Peculiar properties of polaritons are a mixture of physics usually restricted to one of these …