3 papers
math.OC2026
High-Fidelity Capacity Expansion Planning for Puerto Rico's Electric Power System
Elizabeth Glista, Tomas Valencia Zuluaga, Amelia Musselman +3
This study presents a mathematical optimization framework and analysis to inform practical long-term investment planning in Puerto Rico's electric power system. We utilize a high-r…
cs.LG2023
Spatio-Temporal Surrogates for Interaction of a Jet with High Explosives: Part II -- Clustering Extremely High-Dimensional Grid-Based Data
Chandrika Kamath, Juliette S. Franzman
Building an accurate surrogate model for the spatio-temporal outputs of a computer simulation is a challenging task. A simple approach to improve the accuracy of the surrogate is t…
cs.LG2023
Spatio-Temporal Surrogates for Interaction of a Jet with High Explosives: Part I -- Analysis with a Small Sample Size
Chandrika Kamath, Juliette S. Franzman, Brian H. Daub
Computer simulations, especially of complex phenomena, can be expensive, requiring high-performance computing resources. Often, to understand a phenomenon, multiple simulations are…