32 citations · 74 across the 31 of their papers we have counts for
34 papers
FNO: Extended Fourier neural operator for learning state and optimal control of distributed parameter systems
Zhexian Li, Ketan Savla
We propose an extended Fourier neural operator (FNO) architecture for learning state and linear quadratic additive optimal control of systems governed by partial differential equat…
On Online Control of Opinion Dynamics
Sheryl Paul, Leslie Cruz Juarez, Jyotirmoy V. Deshmukh +1
Networked multi-agent dynamical systems have been used to model how individual opinions evolve over time due to the opinions of other agents in the network. Particularly, such a mo…
Constrained bilinear optimal control of reactive evolution equations
Zhexian Li, Felipe de Barros, Ketan Savla
We consider constrained bilinear optimal control of second-order linear evolution partial differential equations (PDEs) with a reaction term on the half line, where control arises…
Throughput Maximizing Takeoff Scheduling for eVTOL Vehicles in On-Demand Urban Air Mobility Systems
Milad Pooladsanj, Ketan Savla, Petros A. Ioannou
Urban Air Mobility (UAM) offers a solution to current traffic congestion by using electric Vertical Takeoff and Landing (eVTOL) vehicles to provide on-demand air mobility in urban…
Adaptive model predictive control for traffic signal timing with unknown demand and parameters
Zhexian Li, Ketan Savla
This paper designs traffic signal control policies for a network of signalized intersections without knowing the demand and parameters. Within a model predictive control (MPC) fram…
A complex spatial frequency approach to optimal control of finite-extent linear evolution systems
Zhexian Li, Athanassios S. Fokas, Ketan Savla
We consider the linear quadratic regulator (LQR) for one-dimensional linear evolution partial differential equations (PDEs) on a finite interval in space. The control is applied as…