End-to-end learning for VCSEL-based optical interconnects: State-of-the-art, challenges, and opportunities
Optical interconnects (OIs) based on vertical-cavity surface-emitting lasers (VCSELs) are the
main workhorse within data centers, supercomputers, and even vehicles, providing low-cost …
main workhorse within data centers, supercomputers, and even vehicles, providing low-cost …
Genetic algorithm-enhanced microcomb state generation
Microcavities enable the generation of highly efficient microcombs, which find applications in
various domains, such as high-precision metrology, sensing, and telecommunications. Such …
various domains, such as high-precision metrology, sensing, and telecommunications. Such …
Predicting mode-locked fiber laser output using a feed-forward neural network
X Liu, R Gumenyuk - Optics Continuum, 2024 - opg.optica.org
With a great ability to solve regression problems, the artificial neural network has become a
powerful tool for advancing ultrafast laser research. In this work, we demonstrate the …
powerful tool for advancing ultrafast laser research. In this work, we demonstrate the …
Online versus offline optimization methods for Raman amplifier optimization
In this work, we evaluate machine learning (offline) and evolutionary strategy (online)
techniques for the Raman pump power optimization. Experimental results show that …
techniques for the Raman pump power optimization. Experimental results show that …
Data-Driven SOA Parameter Discovery and Optimization Using Bayesian Machine Learning With a Parzen Estimator Surrogate
Semiconductor optical amplifiers (SOAs) are building blocks of several active photonic
integrated circuits such as lasers and all optical switches. However, the optimization of SOAs …
integrated circuits such as lasers and all optical switches. However, the optimization of SOAs …
Generation of electro-optic frequency combs with optimized flatness in a silicon ring resonator modulator
E Weckenmann, T Monteiro, UC de Moura… - arXiv preprint arXiv …, 2023 - arxiv.org
The flatness of electro-optic frequency combs (EOFCs) generated in a single silicon ring
resonator modulator (RRM) is optimized by employing harmonic superposition of the radio …
resonator modulator (RRM) is optimized by employing harmonic superposition of the radio …
[PDF][PDF] 基于深度学习的电光调制型可编程光学频率梳
李洪达， 郑子昂， 马洛嘉， 马云杰… - Study On Optical …, 2024 - researching.cn
[目的] 为了满足各种应用领域对高性能光学频率梳(OFC) 的需求, 特别是在宽带宽, 高平坦度,
中心波长和谱线间距等参数可以独立调节方面, 文章提出了一种基于2 次耦合射频(RF) …
中心波长和谱线间距等参数可以独立调节方面, 文章提出了一种基于2 次耦合射频(RF) …
Optical Frequency Comb Generation and Further Advances From the Photonics Community in Serbia and Western Balkans
The article presents a short statistical overview of photonics research in the Western
Balkans, with more spotlight aimed at the field of optical frequency combs with focus on the …
Balkans, with more spotlight aimed at the field of optical frequency combs with focus on the …
Inverse design of programmable optical frequency comb using deep learning
Y Ma, P Li, W Shi - Journal of Optics, 2022 - iopscience.iop.org
Optical frequency comb (OFC) has important applications in measurement, communication,
military and other fields. Usually, OFC needs to be designed according to different …
military and other fields. Usually, OFC needs to be designed according to different …
Applications des modulateurs en silicium pour les communications optiques haut débit à courte portée
E Weckenmann - 2023 - theses.hal.science
La photonique sur silicium offre des solutions pour répondre aux besoins de débits
croissants au sein des centre de données, en proposant des composants à bas coût …
croissants au sein des centre de données, en proposant des composants à bas coût …