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researcher

F. Slyne

17 papers hereh-index 13594 citations64 works total

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

author position
  • first author2
  • middle author13
  • last author1

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.NI16
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedMoving the Network to the Cloud: the Cloud Central Office Revolution and its Implications for the Optical Layer

30 citations · 40 across the 17 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Multi-Span Optical Power Spectrum Evolution Modeling using ML-based Multi-Decoder Attention Framework

Agastya Raj, Zehao Wang, Frank Slyne +3

We implement a ML-based attention framework with component-specific decoders, improving optical power spectrum prediction in multi-span networks. By reducing the need for in-depth…

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