Muhammad Waqar Ashraf

22 papers Journal 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Code, Capital, and Clusters: Understanding Firm Performance in the UK AI Economy.
CoRR
Muhammad Waqar Ashraf, Diane Coyle, Ramit Debnath
2026 J jnl
Data-driven Bi-level Optimization of Thermal Power Systems with embedded Artificial Neural Networks.
CoRR
Talha Ansar, Muhammad Mujtaba Abbas, Ramit Debnath, Vivek Dua, Muhammad Waqar Ashraf
2026 J jnl
Domain-enforced and operator-in-the-loop neural simulation platform for techno-enviro-economic performance enhancement of gas turbine system.
Comput. Chem. Eng.
Muhammad Waqar Ashraf, Abdulelah S. Alshehri, Abdulrahman bin Jumah, Ghulam Moeen Uddin, Muhammad Akhtar, Vivek Dua
2026 J jnl
From drift to adaptation to the failed ml model: Transfer Learning in Industrial MLOps.
CoRR
Muhammad Waqar Ashraf, Talha Ansar, Fahad Ahmed, Jawad Hussain, Muhammad Mujtaba Abbas, Vivek Dua
2025 J jnl
Domain Consistent Industrial Decarbonisation of Global Coal Power Plants.
CoRR
Muhammad Waqar Ashraf, Vivek Dua, Ramit Debnath
2025 J jnl
Domain-Informed Operation Excellence of Gas Turbine System with Machine Learning.
CoRR
Muhammad Waqar Ashraf, Amir H. Keshavarzzadeh, Abdulelah S. Alshehri, Abdulrahman bin Jumah, Ramit Debnath, Vivek Dua
2025 J jnl
Neural Network-enabled Domain-consistent Robust Optimisation for Global CO
CoRR
Muhammad Waqar Ashraf, Talha Ansar, Abdulelah S. Alshehri, Peipei Chen, Ramit Debnath, Vivek Dua
2025 J jnl
Storage of weights and retrieval method (SWARM) approach for neural networks hybridized with conformal prediction to construct the prediction intervals for energy system applications.
Int. J. Data Sci. Anal.
Muhammad Waqar Ashraf, Vivek Dua
2025 J jnl
Sustainable recovery of Cu, Ag and Au from the waste printed circuit boards and process optimisation by machine learning.
Comput. Chem. Eng.
Muhammad Waqar Ashraf, Ramdayal Panda, Prashant Ram Jadhao, Kamal Kishore Pant, Vivek Dua
2023 J jnl
A Comprehensive Survey on the Cooperation of Fog Computing Paradigm-Based IoT Applications: Layered Architecture, Real-Time Security Issues, and Solutions.
IEEE Access
Muhammad Burhan, Hina Alam, Ahmad Arsalan, Rana Asif Rehman, Muhammad Anwar, Muhammad Faheem, Muhammad Waqar Ashraf
2020 J jnl
FFRP: Dynamic Firefly Mating Optimization Inspired Energy Efficient Routing Protocol for Internet of Underwater Wireless Sensor Networks.
IEEE Access
Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Hani Alquhayz, Muhammad Waqar Ashraf, Saleem Raza, Md. Asri Ngadi
2019 J jnl
A multi-channel distributed routing scheme for smart grid real-time critical event monitoring applications in the perspective of Industry 4.0.
Int. J. Ad Hoc Ubiquitous Comput.
Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Muhammad Waqar Ashraf, Md. Asri Ngadi, Vehbi Cagri Gungor
2019 J jnl
Bio-inspired routing protocol for WSN-based smart grid applications in the context of Industry 4.0.
Trans. Emerg. Telecommun. Technol.
Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Muhammad Waqar Ashraf, Seema Begum, Md. Asri Ngadi, Vehbi C. Gungor
2019 J jnl
Energy efficient and reliable data gathering using internet of software-defined mobile sinks for WSNs-based smart grid applications.
Comput. Stand. Interfaces
Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Muhammad Waqar Ashraf, Md. Asri Ngadi, Vehbi C. Gungor
2019 J jnl
Post-Disaster least loaded lightpath routing in elastic optical networks.
Int. J. Commun. Syst.
Muhammad Waqar Ashraf, Sevia M. Idrus, Rizwan Aslam Butt, Farabi Iqbal
2019 J jnl
QoSRP: A Cross-layer QoS Channel-Aware Routing Protocol for the Internet of Underwater Acoustic Sensor Networks.
Sensors
Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Hani Alquhayz, Muhammad Waqar Ashraf, Syed Bilal Hussain Shah, Md. Asri Ngadi, Vehbi Cagri Gungor
2018 J jnl
A Survey of Energy Conservation Schemes for Present and Next Generation Passive Optical Networks.
J. Commun.
Rizwan Aslam Butt, Sevia M. Idrus, Nadiatulhuda Zulkifli, Muhammad Waqar Ashraf
2018 J jnl
Comprehensive bandwidth utilization and polling mechanism for XGPON.
Int. J. Commun. Syst.
Rizwan Aslam Butt, Sevia Mahdaliza Idrus, Nadiatulhuda Zulkifli, Muhammad Waqar Ashraf
2018 J jnl
On spatially disjoint lightpaths in optical networks.
Photonic Netw. Commun.
Muhammad Waqar Ashraf, Sevia M. Idrus, Farabi Iqbal, Rizwan Aslam Butt
2018 J jnl
Processing efficient frame structure for passive optical network (PON).
Opt. Switch. Netw.
Rizwan Aslam Butt, Muhammad Waqar Ashraf, M. Faheem, Sevia M. Idrus
2018 J jnl
Sleep assistive dynamic bandwidth assignment scheme for passive optical network (PON).
Photonic Netw. Commun.
Rizwan Aslam Butt, M. Faheem, Muhammad Waqar Ashraf, Sevia M. Idrus
2018 J jnl
Smart grid communication and information technologies in the perspective of Industry 4.0: Opportunities and challenges.
Comput. Sci. Rev.
Muhammad Faheem, Syed Bilal Hussain Shah, Rizwan Aslam Butt, Basit Raza, Muhammad Anwar, Muhammad Waqar Ashraf, Md. Asri Ngadi, Vehbi C. Gungor