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math.OC2026
Using a generative model for out-of-sample testing of two-stage stochastic programs
Ashutosh Shukla, John J. Hasenbein, Erhan Kutanoglu
Stochastic programming models for decision-making under uncertainty often suffer from scenario scarcity, where obtaining representative samples of uncertain parameters requires exp…
math.OC2025
Co-optimization of Short- and Long-term Decisions for the Transmission Grid's Resilience to Flooding
Ashutosh Shukla, Erhan Kutanoglu, John Hasenbein
We present and analyze a three-stage stochastic optimization model that integrates output from a geoscience-based flood model with a power flow model for transmission grid resilien…