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Daniel C. Kilper

25 papers hereh-index 5542 citations41 works total

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

author position
  • middle author20
  • last author4

Across the 24 of 25 papers where every author was matched, so the position is known.

fields
  • cs.NI15
  • quant-ph5
  • physics.optics2
  • cs.LG1
  • eess.SY1
  • math.PR1

identity via Semantic Scholar / OpenAlex

works on
brownfield network provisioning 1entanglement distribution 1gsnr prediction 1noise modeling 1optical fiber links 1osnr prediction 1physics-informed machine learning 1quantum hardware simulation 1quantum networks 1quantum teleportation 1

From the 2 of 25 linked papers with an AI index.

activity
20242026
most citedOptical Network Digital Twin -- Practical Use Cases and Architecture

1 citations · 1 across the 8 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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