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math.NA2026
A Local Macroscopic Conservative (LoMaC) low rank tensor method for the Vlasov-Maxwell system
Shadi Heenatigala, Wei Guo
The main computational challenges of solving the Vlasov-Maxwell (VM) system include the high dimensionality of the phase space, nonlinearity, inherent conservation properties, amon…
cs.LG2026
A Statistical and Machine Learning Framework for Operational Threshold Detection and Deployable Dispatch Controller Development in Hydrogen Multi-Energy Systems
Shadi Heenatigala, Hasanika Samarasinghe
This study presents a statistical and machine learning framework for characterizing a hydrogen-based multi-energy system (H-MES) using one year of high-resolution operational data.…