2 citations · 2 across the 8 of their papers we have counts for
19 papers
Interpolation Conditions for Instant Data Consistency with Port-Hamiltonian Structure
Martina Vanelli, Nima Monshizadeh, Julien M. Hendrickx
We develop a data-driven framework for nonlinear port-Hamiltonian (pH) systems based on interpolation conditions to characterize consistency between observed data and structured dy…
Distributed Stability Certification and Control from Local Data
Surya Malladi, Nima Monshizadeh
Most data-driven analysis and control methods rely on centralized access to system measurements. In contrast, we consider a setting in which the measurements are distributed across…
Stability of Information-Based Routing in Dynamic Transportation Networks
Shaya Garjani, Ashish Cherukuri, Bayu Jayawardhana +1
Recent studies on transportation networks have shown that real-time route guidance can inadvertently induce congestion or oscillatory traffic patterns. Nevertheless, such technolog…
Interpolation Conditions for Data Consistency and Prediction in Noisy Linear Systems
Martina Vanelli, Nima Monshizadeh, Julien M. Hendrickx
We develop an interpolation-based framework for noisy linear systems with unknown system matrix with bounded norm (implying bounded growth or non-increasing energy), and bounded pr…
Preserving Privacy in Cloud-based Data-Driven Stabilization
Teimour Hosseinalizadeh, Nima Monshizadeh
In the recent years, we have observed three significant trends in control systems: a renewed interest in data-driven control design, the abundance of cloud computational services a…
Towards a Socially Acceptable Competitive Equilibrium in Energy Markets
Koorosh Shomalzadeh, Nima Monshizadeh
This paper addresses the problem of energy sharing between a population of price-taking agents who adopt decentralized primal-dual gradient dynamics to find the Competitive Equilib…