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Muhammad Faheem

2 papers indexed

openalexDiscover Sustainability2026-07-26

Solar photovoltaic fault classifications under normal and shading conditions using machine learning models

Aafaque Ali, M. A. Raza, Muneera Altayeb, Muhammad I. Masud, Muhammad Faheem, Touqeer Ahmed Jumani, et al.

Abstract Solar photovoltaic (PV) technology has become a major sustainable energy option in response to the increasing need for renewable energy. Nations are aiming for less fossil fuels, and promoting global solar PV capacity that was significantly expand to 710 GW in 2020. Some…

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arxivcs.CVcs.AI2026-06-26

Learning Topology-Aware Representations via Test-Time Adaptation for Anomaly Segmentation

Ali Zia, Usman Ali, Abdul Rehman, Umer Ramzan, Kang Han, Muhammad Faheem, et al.

Test-time adaptation (TTA) has emerged as a promising paradigm for mitigating distribution shifts in deep models. However, existing TTA approaches for anomaly segmentation remain limited by their reliance on pixel-level heuristics, such as confidence thresholding or entropy minim…

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