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

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Archana Geetha Jayakumar

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Review Aug 2026

Precision galaxy morphology recovery for petascale astronomy: A Physics-informed dual-domain transformer approach

The PI-dualformer is proposed, a novel hybrid architecture that synergizes the local feature extraction of U-Nets, the global context modeling of Linear Transformers (Linformers), and the spectral precision of Dual-Domain (FFT) learning that offers a scientifically robust and computationally efficient solution for the...

Vishnu Vasudev, Archana Geetha Jayakumar, Safad Ismail · 0 citations

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