ENTITY
Siamak Mehrkanoon
Siamak Mehrkanoon
PulseAugur coverage of Siamak Mehrkanoon — every cluster mentioning Siamak Mehrkanoon across labs, papers, and developer communities, ranked by signal.
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AI model improves rainfall prediction with temporal context
Researchers have developed a new deep learning model called the Time-Aware Small-Attention U-Net (TA-SmaAt-UNet) to improve precipitation nowcasting, particularly for high-intensity rainfall events. This model incorpora…
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New AI models improve weather nowcasting with quantile regression and transformers
Researchers have developed new deep learning approaches for precipitation nowcasting. One study reformulates training as a multi-quantile regression problem, improving deterministic forecasts and enabling better predict…