Muhammad Waqar Ashraf

According to our database, Muhammad Waqar Ashraf authored at least 23 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Towards Agentic Defect Reasoning: A Graph-Assisted Retrieval Framework for Laser Powder Bed Fusion.

Muhammad Rizwan Awan, Volker Pickert, Muhammad Waqar Ashraf, Saleh Ali, Farshid Mahmouditabar, Shafiq Odhano

CoRR, April, 2026

Data-driven Bi-level Optimization of Thermal Power Systems with embedded Artificial Neural Networks.

Talha Ansar, Muhammad Mujtaba Abbas, Ramit Debnath, Vivek Dua, Muhammad Waqar Ashraf

CoRR, February, 2026

Code, Capital, and Clusters: Understanding Firm Performance in the UK AI Economy.

Muhammad Waqar Ashraf, Diane Coyle, Ramit Debnath

CoRR, February, 2026

From drift to adaptation to the failed ml model: Transfer Learning in Industrial MLOps.

Muhammad Waqar Ashraf, Talha Ansar, Fahad Ahmed, Jawad Hussain, Muhammad Mujtaba Abbas, Vivek Dua

CoRR, February, 2026

Domain-enforced and operator-in-the-loop neural simulation platform for techno-enviro-economic performance enhancement of gas turbine system.

Muhammad Waqar Ashraf, Abdulelah S. Alshehri, Abdulrahman bin Jumah, Ghulam Moeen Uddin, Muhammad Akhtar, Vivek Dua

Comput. Chem. Eng., 2026

2025

Neural Network-enabled Domain-consistent Robust Optimisation for Global CO₂ Reduction Potential of Gas Power Plants.

Muhammad Waqar Ashraf, Talha Ansar, Abdulelah S. Alshehri, Peipei Chen, Ramit Debnath, Vivek Dua

CoRR, October, 2025

Storage of weights and retrieval method (SWARM) approach for neural networks hybridized with conformal prediction to construct the prediction intervals for energy system applications.

Muhammad Waqar Ashraf, Vivek Dua

Int. J. Data Sci. Anal., September, 2025

Domain-Informed Operation Excellence of Gas Turbine System with Machine Learning.

Muhammad Waqar Ashraf, Amir H. Keshavarzzadeh, Abdulelah S. Alshehri, Abdulrahman bin Jumah, Ramit Debnath, Vivek Dua

CoRR, July, 2025

Domain Consistent Industrial Decarbonisation of Global Coal Power Plants.

Muhammad Waqar Ashraf, Vivek Dua, Ramit Debnath

CoRR, March, 2025

Sustainable recovery of Cu, Ag and Au from the waste printed circuit boards and process optimisation by machine learning.

Muhammad Waqar Ashraf, Ramdayal Panda, Prashant Ram Jadhao, Kamal Kishore Pant, Vivek Dua

Comput. Chem. Eng., 2025

2023

A Comprehensive Survey on the Cooperation of Fog Computing Paradigm-Based IoT Applications: Layered Architecture, Real-Time Security Issues, and Solutions.

Muhammad Burhan, Hina Alam, Ahmad Arsalan, Rana Asif Rehman, Muhammad Anwar, Muhammad Faheem, Muhammad Waqar Ashraf

IEEE Access, 2023

2020

FFRP: Dynamic Firefly Mating Optimization Inspired Energy Efficient Routing Protocol for Internet of Underwater Wireless Sensor Networks.

Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Hani Alquhayz, Muhammad Waqar Ashraf, Saleem Raza, Md. Asri Ngadi

IEEE Access, 2020

2019

QoSRP: A Cross-layer QoS Channel-Aware Routing Protocol for the Internet of Underwater Acoustic Sensor Networks.

Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Hani Alquhayz, Muhammad Waqar Ashraf, Syed Bilal Hussain Shah, Md. Asri Ngadi, Vehbi Cagri Gungor

Sensors, 2019

Post-Disaster least loaded lightpath routing in elastic optical networks.

Muhammad Waqar Ashraf, Sevia M. Idrus, Rizwan Aslam Butt, Farabi Iqbal

Int. J. Commun. Syst., 2019

A multi-channel distributed routing scheme for smart grid real-time critical event monitoring applications in the perspective of Industry 4.0.

Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Muhammad Waqar Ashraf, Md. Asri Ngadi, Vehbi Cagri Gungor

Int. J. Ad Hoc Ubiquitous Comput., 2019

Bio-inspired routing protocol for WSN-based smart grid applications in the context of Industry 4.0.

Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Muhammad Waqar Ashraf, Seema Begum, Md. Asri Ngadi, Vehbi C. Gungor

Trans. Emerg. Telecommun. Technol., 2019

Energy efficient and reliable data gathering using internet of software-defined mobile sinks for WSNs-based smart grid applications.

Muhammad Faheem, Rizwan Aslam Butt, Basit Raza, Muhammad Waqar Ashraf, Md. Asri Ngadi, Vehbi C. Gungor

Comput. Stand. Interfaces, 2019

2018

Sleep assistive dynamic bandwidth assignment scheme for passive optical network (PON).

Rizwan Aslam Butt, M. Faheem, Muhammad Waqar Ashraf, Sevia M. Idrus

Photonic Netw. Commun., 2018

On spatially disjoint lightpaths in optical networks.

Muhammad Waqar Ashraf, Sevia M. Idrus, Farabi Iqbal, Rizwan Aslam Butt

Photonic Netw. Commun., 2018

Processing efficient frame structure for passive optical network (PON).

Rizwan Aslam Butt, Muhammad Waqar Ashraf, M. Faheem, Sevia M. Idrus

Opt. Switch. Netw., 2018

A Survey of Energy Conservation Schemes for Present and Next Generation Passive Optical Networks.

Rizwan Aslam Butt, Sevia M. Idrus, Nadiatulhuda Zulkifli, Muhammad Waqar Ashraf

J. Commun., 2018

Comprehensive bandwidth utilization and polling mechanism for XGPON.

Rizwan Aslam Butt, Sevia Mahdaliza Idrus, Nadiatulhuda Zulkifli, Muhammad Waqar Ashraf

Int. J. Commun. Syst., 2018

Smart grid communication and information technologies in the perspective of Industry 4.0: Opportunities and challenges.

Muhammad Faheem, Syed Bilal Hussain Shah, Rizwan Aslam Butt, Basit Raza, Muhammad Anwar, Muhammad Waqar Ashraf, Md. Asri Ngadi, Vehbi C. Gungor

Comput. Sci. Rev., 2018