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M. Pennybacker

4 papers hereh-index 7294 citations15 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.NI2
  • eess.SP1
  • math.AP1

identity via Semantic Scholar / OpenAlex

most citedPhyllotaxis, Pushed Pattern-Forming Fronts and Optimal Packing

19 citations · 19 across the 4 of their papers we have counts for

collaborators
Showing cs.NIShow all

2 papers · 1 filter

cs.NI2026

The OCUDU dApp Platform: An Open Runtime and E3 Interface for Real-Time AI-RAN

Timothy O'Shea, Matthew Pennybacker, Andriy Kharchenko

Machine learning has shown its largest gains in the band below 10 ms inside a 3GPP new radio (NR) 5G distributed unit (DU): link adaptation, per-slot scheduling, channel estimation…

cs.NI2026

Real-Time dApps for AI-RAN: Measured Interface Requirements for Inline PHY and Slot-Level Control

Timothy O'Shea, Matthew Pennybacker, Andriy Kharchenko

Distributed applications (dApps) bring AI to the microsecond-to-millisecond band beside the 5G distributed unit (DU), but every public dApp framework realizes them the same way: an…

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