Muhammad Israr

The University of Agriculture, Peshawar — Pakistan

Environmental Science · Physical Sciences

4h-index48citations8works8.22yr avg
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Research Topics

Flood Risk Assessment and Management(3), Model Reduction and Neural Networks(2), Glaucoma and retinal disorders(1), Fractional Differential Equations Solutions(1), Power System Optimization and Stability(1)

Publications8 total

A physics-guided deep neural network approach for simulating variable-order fractional chaotic financial models
Digital Signal Processing·2025
A preconditioned quasi-newton optimizer for efficient training of PINNs
Machine learning for computational science and engineering·2025· 1 cited
Building resilient urban drainage systems by integrated flood risk index for evidence-based planning
Journal of Environmental Management·2025· 15 cited
Quantifying LID impact: A modified metric for enhanced flood mitigation and urban resilience
Resources Conservation and Recycling·2024· 10 cited
A Novel GIS-SWMM-ABM Approach for Flood Risk Assessment in Data-Scarce Urban Drainage Systems
Water·2024· 15 citedOpen Access
Factors Affecting Wheat Production in Districts Loralai and Jaffarabad Baluchistan
iRASD Journal of Economics·2023· 1 citedOpen Access
Frequency of Amblyopia in strabismus patients presenting to tertiary care hospital
Romanian Journal of Ophthalmology·2023· 5 citedOpen Access
Poverty and deforestation nexus: An economic analysis of cause and effect relationship in Malakand Division, Pakistan
Journal of Humanities Social and Management Sciences (JHSMS)·2022· 1 citedOpen Access

Frequent Co-authors

Shakeel Ahmad(3), Anam Ashraf(3), Dingkun Yin(3), Zhenxia Chen(3), Rasheed Ahmed(3), Haifeng Jia(3), X. Peng(1), Khalil Khan Zahir(1), Muhammad Adnan Khattak(1), Saman Mudassar(1), Samia Shaheen(1), Irfan Ullah(1), Sami Ullah(1), Sanam Wagma Khattak(1), Muhammad Ismail(1), Zahid Hasan Khan(1), Zaid Muhmmad(1), Niaz Muhammad(1), Shahbaz Ahmad(1), Maalee Almheidat(1)