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Muhammad Ashfaq

4 papers hereh-index 210 citations8 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.RO1
  • cs.SE1
same name
  • Muhammad Ashfaq — 1 paper

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

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2025

Urban Air Mobility as a System of Systems: An LLM-Enhanced Holonic Approach

Ahmed R. Sadik, Muhammad Ashfaq, Niko Mäkitalo +1

Urban Air Mobility (UAM) is an emerging System of System (SoS) that faces challenges in system architecture, planning, task management, and execution. Traditional architectural app…

cs.AI2025

LLM-Ehnanced Holonic Architecture for Ad-Hoc Scalable SoS

Muhammad Ashfaq, Ahmed R. Sadik, Tommi Mikkonen +2

As modern system of systems (SoS) become increasingly adaptive and human centred, traditional architectures often struggle to support interoperability, reconfigurability, and effec…

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