Soumav Biswas

Foundation Models Meet Power Grid Topology for Cascade Prediction

Accurate early-stage prediction of cascading failure severity is essential for assessing the vulnerability of power transmission networks. However, existing data-driven approaches often rely on network-specific representations, limiting their generalizability across power system topologies. This work investigates the c...