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researcher

Xiaomin Liu

9 papers hereh-index 10425 citations56 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author7

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • eess.SP2
  • eess.SY2
  • physics.optics2
  • cs.LG1
  • cs.MA1
  • cs.NI1
same name
  • Xiaomin Liu — 2 papers, h 47
  • Xiaomin Liu — 1 paper, h 0
  • Xiaomin Liu — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedBuilding a digital twin of EDFA: a grey-box modeling approach

23 citations · 30 across the 9 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 1 cited

A Grey-box Launch-profile Aware Model for C+L Band Raman Amplification

Yihao Zhang, Xiaomin Liu, Yichen Liu +3

Based on the physical features of Raman amplification, we propose a three-step modelling scheme based on neural networks (NN) and linear regression. Higher accuracy, less data requ…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.