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20172026
most citedApplication of Machine Learning in Fiber Nonlinearity Modeling and Monitoring for Elastic Optical Networks

98 citations · 223 across the 23 of their papers we have counts for

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5 papers · 1 filter

physics.optics2026

Artificial Intelligence in a Photonic Temporal Processor

Youlve Chen, Jinlong Xiang, Yimin Hu +13

Optical neural networks (ONNs) promise high-throughput and energy-efficient artificial intelligence, yet essentially all implementations so far encode information across space eith…

physics.optics2025

Assessment of Intra-channel Fiber Nonlinearity Compensation in 200 GBaud and Beyond Coherent Optical Transmission Systems

Zhiyuan Yang, Mengfan Fu, Yihao Zhang +4

In this paper, we investigate and assess the performance of intra-channel nonlinearity compensation (IC-NLC) in long-haul coherent optical transmission systems with a symbol rate o…

physics.optics2025

SAMA-IR: comprehensive input refinement methodology for optical networks with field-trial validation

Yihao Zhang, Qizhi Qiu, Xiaomin Liu +4

We propose a novel input refinement methodology incorporating sensitivity analysis and memory-aware weighting for jointly refining numerous diverse inputs. Field trials show ~2.5 d…

physics.optics2024★ 1 cited

Improved Physics-based Raman Amplifier Model in C+L Networks through Input Parameter Refinement

Yihao Zhang, Xiaomin Liu, Qizhi Qiu +4

We propose a n input parameter refinement scheme for the physics-based Raman amplifier model. Experiments over C+L band are conducted. Results show the scheme can lower the physica…

physics.optics2022★ 1 cited

Four-dimensional direct detection with Jones space optical full-field recovery

Qi Wu, Yixiao Zhu, Hexun Jiang +4

Data centers, the engines of the global Internet, are supported by massive high-speed optical interconnects. In optical fiber communication, the classic direct detection obtains on…