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

Author

Abhilash Singh

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2 papers indexed here

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Open access Sep 2026

Evaluation of Satellite Rainfall Products for Nowcasting Over Southern Africa Using Rain‐Gauges and Lightning Data

Satellite‐based ‘nowcasting’, which extrapolates the latest observations to provide forecasts from minutes to 6 h ahead, offers an accurate and timely approach for monitoring extreme weather. We evaluate the widely used NWCSAF Convective Rainfall Rate (CRR) nowcasting product using instantaneous (non‐propagated) esti...

Simon Ageet, J. Marsham, D. J. Parker et al. · 0 citations
Open access Sep 2026

Mass‐Conserving LSTM With Dual States for Streamflow Prediction: Separating Quickflow and Slow Storage

We introduce a Mass‐Conserving Long Short‐Term Memory with Dual States (MC‐LSTM‐DS) with the intention of separating short‐ and long‐term memory for predicting streamflow. It enforces water balance through a new partition gate on precipitation. We benchmark MC‐LSTM‐DS against a standard Long Short‐Term Memory (LSTM)...

Saurabh Toraskar, M. Niranjannaik, Abhilash Singh et al. · 0 citations

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