About Research Publications Teaching Contact
Academic Profile
Muhammad Rusyadi Ramli
Wallenberg-NTU Postdoctoral Fellow
Division of Information Technology & Operations Management
Nanyang Technological University · Singapore
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About Me

I am a Wallenberg-NTU Postdoctoral Fellow at the Division of Information Technology and Operations Management, Nanyang Technological University (NTU), Singapore, hosted by Prof. Boh Wai Fong. My fellowship is funded by the Knut and Alice Wallenberg Foundation.

My research focuses on software and systems engineering, with particular emphasis on the human and management aspects of these disciplines. More recently, in response to the growing integration of artificial intelligence into software and systems engineering practices, I have developed an interest in human-centered AI for software and systems engineering.

I completed my PhD at KTH Royal Institute of Technology, Sweden (2025), in the Engineering Design Department, School of Industrial Technology and Management. I was supervised by Assoc. Prof. Fredrik Asplund and Prof. Martin Törngren. I was also an affiliated PhD student of the Wallenberg AI, Autonomous Systems and Software Program (WASP) Graduate School. In Autumn 2023, I was a Visiting Student Researcher at the UC Berkeley Center for Long-Term Cybersecurity, supported by the Karl Engvers Foundation.

I would welcome the opportunity to discuss potential research collaboration. Please feel free to contact me.

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Publications

2026Journal
Boundary Objects in the Development of Complex Cyber-Physical Systems: A Scoping Review
Ramli, M.R. and Asplund, F.
Heliyon, Volume 12, Issue 4, e44633
2025Journal
T-Framework: A Boundary Object for Facilitating Stakeholders Collaboration in Realizing Trustworthy Cyber-Physical Systems
Ramli, M.R. and Asplund, F.
Journal of Integrated Design and Process Science, p.10920617251364726
2025Journal
Reference Architectures as Boundary Objects in the Co-Engineering of System Properties: An Empirical Study
Ramli, M.R. and Asplund, F.
Journal of Systems and Software, p.112264
2024Journal
Digital Innovation Hubs and Portfolio of Their Services Across European Economies
Gavkalova, N., Gładysz, B., Quadrini, W., Sassanelli, C., Asplund, F., Ramli, M.R., et al.
Oeconomia Copernicana, 15(1), 59–94
2022Journal
Finding Critical Scenarios for Automated Driving Systems: A Systematic Mapping Study
Zhang, X., Tao, J., Tan, K., Törngren, M., Sánchez, J.M.G., Ramli, M.R., et al.
IEEE Transactions on Software Engineering, 49(3), pp.991–1026
2022Journal
Edge Computing for Cyber-Physical Systems: A Systematic Mapping Study Emphasizing Trustworthiness
Sánchez, J.M.G., Jörgensen, N., Törngren, M., Inam, R., Berezovskyi, A., Feng, L., Fersman, E., Ramli, M.R. and Tan, K.
ACM Transactions on Cyber-Physical Systems (TCPS), 6(3), pp.1–28
2021Journal
Hybrid MAC Protocol for UAV-Assisted Data Gathering in a Wireless Sensor Network
Ramli, M.R., Lee, J.M. and Kim, D.S.
Internet of Things, 14, p.100088
2021Journal
Fog-Based Intelligent Transportation System for Traffic Light Optimization
Ramli, M.R., Sakir, R.K.A. and Kim, D.S.
Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences, 58(S), pp.29–35
2020Journal
IoT-Based Adaptive Network Mechanism for Reliable Smart Farm System
Ramli, M.R., Daely, P.T., Kim, D.S. and Lee, J.M.
Computers and Electronics in Agriculture, 170, p.105287
2025Conference
Improving the Impact of Sustainability Engineering by Learning from the Safety and Innovation Discourses
Chavez, Z., Asplund, F. and Ramli, M.R.
32nd International Conference on Transdisciplinary Engineering (TE 2025), Monterrey, Mexico
2024Conference
Aligning Stakeholders Viewpoints in Realizing Trustworthy CPS: Architectural Framework as a Boundary Object
Ramli, M.R., Asplund, F., Fornaro, G. and Törngren, M.
31st International Conference on Transdisciplinary Engineering (TE 2024), London, UK
2022Conference
Towards an Architectural Framework and Method for Realizing Trustworthy Complex Cyber-Physical Systems
Ramli, M.R. and Törngren, M.
16th International Conference on Research Challenges in Information Science (RCIS 2022), Barcelona, Spain. CEUR-WS
2021Conference
Towards Reference Architectures for Trustworthy Collaborative Cyber-Physical Systems: Reference Architectures as Boundary Objects
Ramli, M.R. and Törngren, M.
17th European Dependable Computing Conference (EDCC 2021), Munich, Germany. Student Forum
2020Conference
UAV-Assisted Real-Time Data Processing Using Deep Q-Network for Industrial Internet of Things
Sakir, R.K.A., Ramli, M.R., Lee, J.M. and Kim, D.S.
International Conference on AI in Information and Communication (ICAIIC 2020), Fukuoka, Japan. IEEE
2019Conference
Bio-Inspired Service Provisioning Scheme for Fog-Based Industrial Internet of Things
Ramli, M.R., Daely, P.T., Lee, J.M. and Kim, D.S.
24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2019), Zaragoza, Spain. IEEE
2019Conference
Secure Ground Control Station-Based Routing Protocol for UAV Networks
Agron, D.J.S., Ramli, M.R., Lee, J.M. and Kim, D.S.
International Conference on Information and Communication Technology Convergence (ICTC 2019), Jeju Island, South Korea. IEEE
2019Conference
Leveraging Biological Dragonfly Scheme for URLLC in Industrial Wireless Network
Bhardwaj, S., Ramli, M.R. and Kim, D.S.
Proceedings of ICICCD 2018, Dehradun, India. Springer Singapore
2018Conference
Bio-Inspired Scheme for Congestion Control in Wireless Sensor Networks
Royyan, M., Ramli, M.R., Lee, J.M. and Kim, D.S.
14th IEEE International Workshop on Factory Communication Systems (WFCS 2018), Imperia, Italy. IEEE
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Teaching

Degree Project in Mechatronics, Second Cycle
Teacher
KTH Royal Institute of Technology, Sweden
Research and Methodology
Teacher
KTH Royal Institute of Technology, Sweden
Trustworthiness and Dependability in Edge-Based CPS
Teaching Assistant
KTH Royal Institute of Technology, Sweden
Network Programming
Teaching Assistant
Kumoh National Institute of Technology, South Korea
Capstone Design
Teaching Assistant
Kumoh National Institute of Technology, South Korea
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Master Thesis Supervision

Performance metrics and velocity influence for point cloud registration in autonomous vehicles
Oscar Poveda Ruiz2023
Improving deep learning assisted far-field electromagnetic side channel attacks on AES: Effects on attack efficiency from using additive noise and other data augmentation techniques
Axel Zedigh2022
Investigation of MEMS-Based Acoustic Levitation for Pick-and-Place Machines
Alejandro Bergstrand & Lukas Malm2021
Board and Chip Diversity in Deep Learning Side-Channel Attacks: On ATtiny85 Implementations Featuring Encryption and Communication
Filip Björklund & Niklas Landin2021
Simulation and Physical Implementation of a Test Rig for Realistic Hail Impact Testing
Hanna Hermansson & Almida Winquist, De Val2021
Emulation of Analog Front-End isoSPI Communication for Battery Management Systems
Julia Malachowska & Miko Nore2021