Author

Muhammad Waqas

Observed names: Muhammad Tayyab Waqas, Waqas, Muhammad, Waqas, Muhammad Tayyab

Institutions: Joint Graduate School of Energy and Environment, University of Sargodha, Gyeongsang National University, King Mongkut's University of Technology Thonburi

Observed institutions: Joint Graduate School of Energy and Environment, University of Sargodha, Gyeongsang National University, Muhammad Nawaz Shareef University of Agriculture, Jiangsu University of Science and Technology, Institute of Southern Punjab, Ministry of Higher Education, Science, Research and Innovation, King Mongkut's University of Technology Thonburi

ORCID: 0000-0002-9069-2762

Observed ORCID: 0000-0002-9069-2762

OpenAlex ID: A5074713289

A critical review of RNN and LSTM variants in hydrological time series predictions

2024 · Muhammad Waqas, Usa Wannasingha Humphries · MethodsX · 428

Composting Processes for Agricultural Waste Management: A Comprehensive Review

2023 · Muhammad Waqas, Sarfraz Hashim, et al. · Processes · 247

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Artificial intelligence and numerical weather prediction models: A technical survey

2024 · Muhammad Waqas, Usa Wannasingha Humphries, et al. · Natural Hazards Research · 133

Potential of Artificial Intelligence-Based Techniques for Rainfall Forecasting in Thailand: A Comprehensive Review

2023 · Muhammad Waqas, Usa Wannasingha Humphries, et al. · Water · 109

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Applications of machine learning and deep learning in agriculture: A comprehensive review

2025 · Muhammad Waqas, Adila Naseem, et al. · Green Technologies and Sustainability · 98

A comprehensive review of the impacts of climate change on agriculture in Thailand

2024 · Muhammad Waqas, Adila Naseem, et al. · Farming System · 94

Artificial Intelligence in Sustainable Industrial Transformation: A Comparative Study of Industry 4.0 and Industry 5.0

2025 · Muhammad Waqas, Adila Naseem · FinTech and Sustainable Innovation · 71

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Imputation of missing daily rainfall data; A comparison between artificial intelligence and statistical techniques

2023 · Angkool Wangwongchai, Muhammad Waqas, et al. · MethodsX · 68

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Advancements in daily precipitation forecasting: A deep dive into daily precipitation forecasting hybrid methods in the Tropical Climate of Thailand

2024 · Muhammad Waqas, Usa Wannasingha Humphries, et al. · MethodsX · 62

Time series trend analysis and forecasting of climate variability using deep learning in Thailand

2024 · Muhammad Waqas, Usa Wannasingha Humphries, et al. · Results in Engineering · 55

Assessment of CMIP6 GCMs for selecting a suitable climate model for precipitation projections in Southern Thailand

2024 · Usa Wannasingha Humphries, Muhammad Waqas, et al. · Results in Engineering · 46

Seasonal WaveNet-LSTM: A Deep Learning Framework for Precipitation Forecasting with Integrated Large Scale Climate Drivers

2024 · Muhammad Waqas, Usa Wannasingha Humphries, et al. · Water · 38

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On-Farm Composting of Agricultural Waste Materials for Sustainable Agriculture in Pakistan

2022 · Sarfraz Hashim, Muhammad Waqas, et al. · Scientifica · 32

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Hydrological model parameter regionalization: Runoff estimation using machine learning techniques in the Tha Chin River Basin, Thailand

2024 · Phyo Thandar Hlaing, Usa Wannasingha Humphries, et al. · MethodsX · 23

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Quantification and prediction of the impact of ENSO on rainfed rice yields in Thailand

2025 · Usa Humphries Wannasingha, Muhammad Waqas, et al. · Environmental Challenges · 22

A deep learning perspective on meteorological droughts prediction in the Mun River Basin, Thailand

2024 · Usa Wannasingha Humphries, Muhammad Waqas, et al. · AIP Advances · 22

Determination of crop water requirements and potential evapotranspiration for sustainable coffee farming in response to future climate change scenarios

2024 · Usa Wannasingha Humphries, Muhammad Waqas, et al. · Smart Agricultural Technology · 22

Artificial intelligence-driven precipitation downscaling and projections over Thailand using CMIP6 climate models

2025 · Muhammad Waqas, Usa Wannasingha Humphries · Big Earth Data · 21

Incorporating novel input variable selection method for in the different water basins of Thailand

2023 · Muhammad Waqas, Usa Wannasingha Humphries, et al. · Alexandria Engineering Journal · 21

Assessment of Advanced Artificial Intelligence Techniques for Streamflow Forecasting in Jhelum River Basin

2021 · Muhammad Waqas, Muhammad Shoaib, et al. · Pakistan Journal of Agricultural Research · 16

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Influence of El Niño southern oscillation on precipitation variability in Northeast Thailand

2024 · Bunthid Chueasa, Usa Wannasingha Humphries, et al. · MethodsX · 14

Assessment of Advanced Artificial Intelligence Techniques for Flood Forecasting

2023 · Muhammad Waqas, Sébastien Bonnet, et al. · International Multi-disciplinary Conference in Emerging Research Trends (IMCERT) · 14

Fostering sustainable futures through global peace and eco-innovation: A cross-country evidence

2025 · Jianmin Li, Alishba Hania, et al. · Technology in Society · 8

The Symmetric and Asymmetric Effect of Defense Expenditures, Financial Liberalization, Health Expenditures on Sustainable Development

2022 · Li Meiling, Nigar Taspinar, et al. · Frontiers in Environmental Science · 7

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Novel deep learning framework for rainfall forecasting integrating generative adversarial and spatiotemporal graph neural networks

2025 · Usa Wannasingha Humphries, Muhammad Waqas, et al. · Results in Engineering · 6

Works count: 52

Citation count: 1,717

H-index: 19

I10-index: 22