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cs.LG2026
Nearest Neighbor Functional Curve Completion for Intraday Probabilistic Revisions of Renewable Generation Forecasts
Guillermo Terrén-Serrano, Michael Ludkovski
We propose a nonparametric approach that fuses deterministic initial forecasts and a partial realization into a probabilistic forecast using the framework of functional curve compl…
cs.LG2025
Selecting Critical Scenarios of DER Adoption in Distribution Grids Using Bayesian Optimization
Olivier Mulkin, Miguel Heleno, Mike Ludkovski
We develop a new methodology to select scenarios of DER adoption most critical for distribution grids. Anticipating risks of future voltage and line flow violations due to addition…