A review of machine learning-based failure management in optical networks

D Wang, C Zhang, W Chen, H Yang, M Zhang… - Science China …, 2022 - Springer
Failure management plays a significant role in optical networks. It ensures secure operation,
mitigates potential risks, and executes proactive protection. Machine learning (ML) is …

Calcination-Enhanced Laser-Induced Damage Threshold of 3D Micro-Optics Made with Laser Multi-Photon Lithography

D Gailevicius, R Zvirblis, K Galvanauskas… - Photonics, 2023 - mdpi.com
Laser Direct Writing (LDW), also known as 3D multi-photon laser lithography of resins, is a
promising technique for fabricating complex free-form elements, including micro-optical …

Bayesian optimized collection strategies for fatigue strength testing

CM Magazzeni, R Rose, C Gearhart… - Fatigue & Fracture of …, 2023 - Wiley Online Library
A statistical framework is presented enabling optimal sampling and analysis of constant life
fatigue data. Protocols using Bayesian maximum entropy sampling are built based on …

Bayesian inference approach for Full Poincaré Mueller polarimetry

JC Suárez-Bermejo, J Gorgas, S Pascual… - Optics & Laser …, 2024 - Elsevier
Abstract Full Poincaré Mueller Polarimetry is a new technique for characterizing samples by
means of their Mueller matrix. The method is based on the use of a full Poincaré beam as a …

Bayesian Optimised Collection Strategies for Fatigue Strength Testing

CM Magazzeni, R Rose, C Gearhart, J Gong… - arXiv preprint arXiv …, 2021 - arxiv.org
A statistical framework is presented enabling optimal sampling and analysis of constant life
fatigue data. Protocols using Bayesian maximum entropy sampling are built based on …

Effect of laser ablation on the conductivity and laser-induced damage threshold of fused silica components

W Lou, G Liu, B Jia, J Gao, X Guan, J Chen… - … Physics Letters B, 2024 - World Scientific
When irradiated by high-power lasers, fused silica optical component can be ablated, which
seriously affects their laser-conducing capability and service life. Numerical simulations …

Cross-timestep Fault Prediction with Imbalanced Data for Optical Modules in Internet Data Centers

Z Pei, T Song, C Wu, S Yue, Y Li… - 2024 27th International …, 2024 - ieeexplore.ieee.org
Optical module faults are among the most serious threats to Internet Data Centers (IDCs),
which are crucial to a company's data processing and information storage operations …

Towards local property assessment of advanced manufactured microstructures: a case study in linear friction welded titanium

CM Magazzeni - 2022 - ora.ox.ac.uk
Recent developments in manufacturing technology have enabled a wealth of designs to be
created and implemented in engineered products. These methods, empowered in part …

Ensuring permanence of optics for ultrafast laser applications: Low absorption dielectric coatings and their degradation prediction up to a billion laser pulses are the …

L Ceizaris, G Batavičiūtė - PhotonicsViews, 2023 - Wiley Online Library
Ultrafast lasers in various applications suffer from short lifetime optics due to high power
levels and intense pulses. Typical laser damage testing methods are often limited to short …

Antireflection coatings on LBO crystals: investigation of LIDT scaling with pulse duration at IR and UV wavelengths.

E Atkocaitis, L Smalakys… - Laser-Induced Damage …, 2021 - spiedigitallibrary.org
Two different lasers were used for different pulse duration experiments (see Fig. 1): Light
Conversion Pharos (Laser 1) was used to measure samples with fs–ps laser pulses (at 1030 …