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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 physics.opticsShow all

2 papers · 1 filter

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…

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