Muhammad Ashfaq

Doctoral Researcher

Unit

Faculty of Information Technology

Room number

Ag C224.2

muhammad.m.ashfaq@jyu.fi

Mobile

+358505651137

Postal address

Mattilanniemi 2

Publications

Publication

2026

Human-LLM Synergy in Context-Aware Adaptive Architecture for Scalable Drone Swarm Operation

International Conference on Agents and Artificial Intelligence. ICAART. SCITEPRESS Science and Technology Publications.

Sadik, Ahmed

Ashfaq, Muhammad

Mäkitalo, Niko

Mikkonen, Tommi

Publication

2025

Runtime Composition in Dynamic System of Systems : A Systematic Review of Challenges, Solutions, Tools, and Evaluation Methods

Journal of Systems and Software.

Ashfaq, Muhammad

Sadik, Ahmed R.

Das, Teerath

Waseem, Muhammad

Mäkitalo, Niko

Mikkonen, Tommi

Publication

2025

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

Annual System of Systems Engineering Conference. IEEE.

Sadik, Ahmed R.

Ashfaq, Muhammad

Mäkitalo, Niko

Mikkonen, Tommi

Publication

2024

Enhancing Holonic Architecture with Natural Language Processing for System of Systems

International joint conference on software technologies. SCITEPRESS Science And Technology Publications.

Ashfaq, Muhammad

Sadik, Ahmed

Mikkonen, Tommi

Waseem, Muhammad

Mäkitalo, Niko

Publication

2024

Holon Programming Model : A Software-Defined Approach for System of Systems

International Conference on Software Defined Systems. IEEE.

Ashfaq, Muhammad

Sadik, Ahmed R.

Mikkonen, Tommi

Waseem, Muhammad

Mäkitalo, Niko

Muhammad Ashfaq

Human-LLM Synergy in Context-Aware Adaptive Architecture for Scalable Drone Swarm Operation

Runtime Composition in Dynamic System of Systems : A Systematic Review of Challenges, Solutions, Tools, and Evaluation Methods

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

Enhancing Holonic Architecture with Natural Language Processing for System of Systems

Holon Programming Model : A Software-Defined Approach for System of Systems

Empirical Software Engineering Research