Muhammad Ishfaque

Use of Recurrent Neural Network with Long Short-Term Memory for Seepage Prediction at Tarbela Dam, KP, Pakistan

Muhammad Ishfaque, Qianwei Dai, Nuhman Ul Haq et al. · Energies · 2022 · 48 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +18

Image classification for sub-surface crack identification in concrete dam based on borehole CCTV images using deep dense hybrid model

Qianwei Dai, Muhammad Ishfaque, Saif Ur Rehman Khan et al. · Stochastic Environmental Research and Risk Assessment · 2024 · 33 citations

Image Classification, Image Analysis, Machine Vision +11

Integrated Underground Mining Hazard Assessment, Management, Environmental Monitoring, and Policy Control in Pakistan

Hammad Tariq Janjuhah, Muhammad Ishfaque, Muhammad Ifzal Mehmood et al. · Sustainability · 2021 · 30 citations · Full text

Environmental Monitoring, Environmental Law, Engineering +22

Comparative analysis of twelve transfer learning models for the prediction and crack detection in concrete dams, based on borehole images

Umer Sadiq Khan, Muhammad Ishfaque, Saif Ur Rehman Khan et al. · Frontiers of Structural and Civil Engineering · 2024 · 28 citations

Image Classification, Image Analysis, Machine Learning +13

Understanding the Effect of Hydro-Climatological Parameters on Dam Seepage Using Shapley Additive Explanation (SHAP): A Case Study of Earth-Fill Tarbela Dam, Pakistan

Muhammad Ishfaque, Saad Salman, Khan Zaib Jadoon et al. · Water · 2022 · 21 citations · Full text

Hydrological Prediction, Engineering, Dam Foundation +25