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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Moahmed Mastere

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Open access Nov 2026

Physically consistent dual-attention bidirectional long short-term memory for hourly PM2.5 forecasting with atmospheric signal conditioning

This study aims to develop a physically consistent, dual-attention bidirectional Long Short-Term Memory (BiLSTM) framework for accurate hourly forecasting of PM2.5 concentrations in New Taipei City, Taiwan, and to determine whether multi-scale atmospheric signal conditioning and attention-based temporal modelling can i...

Ibrahim Ouchen, Soufiana Mekouar, Oussama Arab et al. · 0 citations
Open access Aug 2026

Non-Methane Volatile Organic Compound Sources and Sinks in England and Scotland, UK

Non-methane volatile organic compounds (NMVOCs) in the atmosphere have garnered considerable attention worldwide because of their significance in atmospheric chemistry and their usefulness in identifying emission sources and chemical sinks. Despite the importance of VOCs, their routine measurement in the UK and across...

Ibrahim Ouchen, S. Hama, Kevin P. Wyche et al. · 0 citations

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