Singh Mrigank Shekhar

NormaFlood: Closed-Form Flood Forecasting Without Backpropagation

This repository contains the code, data pipelines, and manuscript for NormaFlood, an algebraic streamflow forecasting engine evaluated on India's official CAMELS-IND benchmark (229 streamflow gauges, test period 2016–2020). Dispensing with iterative backpropagation and gradient d...

NormaFlood: Closed-Form Flood Forecasting Without Backpropagation

This repository contains the code, data pipelines, and manuscript for NormaFlood, an algebraic streamflow forecasting engine evaluated on India's official CAMELS-IND benchmark (229 streamflow gauges, test period 2016–2020). Dispensing with iterative backpropagation and gradient d...