Author

Orkun Irsoy

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Preprint Aug 2026

TANGCO: Learning Topology-Aware Capacity Allocation for Overload-driven Cascading Failures

This work introduces TANGCO (Topology-Aware Neural Graph-Guided Capacity Optimization), which uses a graph neural network policy trained through the cascade simulator with policy-gradient learning and a heuristic anchor to allocate a fixed capacity budget across nodes to resist cascades under local load redistribution.

Orkun Irsoy, L. Akoglu, Osman Yağan · 0 citations