2 citations · 3 across the 14 of their papers we have counts for
12 papers
Interplay between depth and width for interpolation in neural ODEs
Antonio Álvarez-López, Arselane Hadj Slimane, Enrique Zuazua
Neural ordinary differential equations (neural ODEs) have emerged as a natural tool for supervised learning from a control perspective, yet a complete understanding of their optima…
Optimal control approach for moving bottom detection in one-dimensional shallow waters by surface measurements
Gino Montecinos, Rodrigo Lecaros, Juan López-Ríos +1
We consider the Boussinesq-Peregrine (BP) system as described by Lannes [Lannes, D. (2013). The water waves problem: mathematical analysis and asymptotics (Vol. 188). American Math…
Exponential convergence to steady-states for trajectories of a damped dynamical system modelling adhesive strings
Giuseppe Maria Coclite, Nicola De Nitti, Francesco Maddalena +2
We study the global well-posedness and asymptotic behavior for a semilinear damped wave equation with Neumann boundary conditions, modelling a one-dimensional linearly elastic body…
Uniform Turnpike Property and Singular Limits
Martin Hernandez, Enrique Zuazua
Motivated by singular limits for long-time optimal control problems, we investigate a class of parameter-dependent parabolic equations. First, we prove a turnpike result, uniform w…
Fourier series and sidewise profile control of 1-d waves
E. Zuazua
We discuss the sidewise control properties of 1-d waves. In analogy with classical control and inverse problems for wave propagation, the problem consists on controlling the behavi…
Control of neural transport for normalizing flows
Domènec Ruiz-Balet, Enrique Zuazua
Inspired by normalizing flows, we analyze the bilinear control of neural transport equations by means of time-dependent velocity fields restricted to fulfill, at any time instance,…