Author

Swagata Mukhopadhyay

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#machine learning Preprint Sep 2026

Which the Eye Fears: Writing with Read-Blindness Explains Massive Activations in Transformers

This investigation using an operator-level mechanistic analysis of attention and feed-forward blocks reveals that these blocks systematically ignore MA coordinates while reading, but not while writing; creating a read-write asymmetry that blocks corrective feedback while allowing continued accumulation.

Swagata Mukhopadhyay, Vishal Vivek Saley, Vraj Parikh et al. · 0 citations

Open access Aug 2026

Integrating remote sensing and machine learning for flood hazard zonation in Gomati district of Tripura, Northeast India

The integrated methodology demonstrates the potential of combining SAR data and ML techniques for reliable flood susceptibility assessment, providing a replicable framework for other flood-prone regions.

Sah Kausar Reza, J. Chakraborty, S. Chattaraj et al. · Discover Environment · 1 citation