3 papers
cs.AI2022
A Quantum Algorithm for Computing All Diagnoses of a Switching Circuit
Alexander Feldman, Johan de Kleer, Ion Matei
Faults are stochastic by nature while most man-made systems, and especially computers, work deterministically. This necessitates the linking of probability theory with mathematical…
cs.AI2022
System Resilience through Health Monitoring and Reconfiguration
Ion Matei, Wiktor Piotrowski, Alexandre Perez +4
We demonstrate an end-to-end framework to improve the resilience of man-made systems to unforeseen events. The framework is based on a physics-based digital twin model and three mo…
cs.LG2022
Improving the Efficiency of Gradient Descent Algorithms Applied to Optimization Problems with Dynamical Constraints
Ion Matei, Maksym Zhenirovskyy, Johan de Kleer +1
We introduce two block coordinate descent algorithms for solving optimization problems with ordinary differential equations (ODEs) as dynamical constraints. The algorithms do not n…