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q-bio.NC2025
Accurate linear modeling of EEG-based cortical activity during a passive motor task with input: a sub-space identification approach
Sanna Bakels, Mark van de Ruit, Matin Jafarian
This paper studies linear mathematical modeling of brain's cortical dynamics using electroencephalography (EEG) data in an experiment with continuous exogenous input. The EEG data…
math.OC2025
Uncertainty Partitioning with Probabilistic Feasibility and Performance Guarantees for Chance-Constrained Optimization
Francesco Cordiano, Matin Jafarian, Bart De Schutter
We propose a novel distribution-free scheme to solve optimization problems where the goal is to minimize the expected value of a cost function subject to probabilistic constraints.…