Representation and Regression Problems in Neural Networks: Relaxation, Generalization, and Numerics
K. Liu, E. Zuazua (2025) Representation and Regression Problems in Neural Networks: Relaxation, Generalization, and Numerics, Math. Models Methods Appl. Sci., ...
Stability and Convergence of a Randomized Model Predictive Control Strategy
D.W.M. Veldman, A. Borkowski, E. Zuazua (2024) Stability and Convergence of a Randomized Model Predictive Control Strategy , IEEE Trans. Automat., ...
Progress and future directions in machine learning through control theory
E. Zuazua (2024) Progress and future directions in machine learning through control theory Proceedings book FGS 2024, pp. 116, https://hdl.handle.net/10651/74677 ...
A framework for randomized time-splitting in linear-quadratic optimal control
D.W.M. Veldman, E. Zuazua (2022) A framework for randomized time-splitting in linear-quadratic optimal control Numerische Mathematik, Vol. 151, No. 2, DOI: ...
Existence and cost of boundary controls for a degenerate/singular parabolic equation
U. Biccari, V. Hernandez-Santamaria, J. Vancostenoble. Existence and cost of boundary controls for a degenerate/singular parabolic equation (2022). Mathematical Control ...
Averaged turnpike property for differential equations with random constant coefficients. Mathematical Control and Related Fields
M. Hernandez, R. Lecaros, S. Zamorano (2023) Averaged turnpike property for differential equations with random constant coefficients. Mathematical Control and ...
Multiplicity of solutions for fractional q(.)-Laplacian equations
A. Rahmoune, U. Biccari (2023) Multiplicity of solutions for fractional q(.)-Laplacian equations., J Elliptic Parabol Equ, Vol. 9, pp. 1101–1129, https://doi.org/10.1007/s41808-023-00239-3 ...
Optimal Placement and Shape Design of Sensors via Geometric Criteria
I. Ftouhi, E. Zuazua (2024) Optimal Placement and Shape Design of Sensors via Geometric Criteria, 2024 European Control Conference (ECC), ...
Differentiability with respect to the initial condition for Hamilton-Jacobi equations
C. Esteve, E. Zuazua. Differentiability with respect to the initial condition for Hamilton-Jacobi equations (2022) SIAM Journal on Mathematical Analysis, ...
Multilevel control by duality
U. Biccari, E. Zuazua (2023) Multilevel control by duality Systems & Control Letters, Vol. 175, 105-502, https://doi.org/10.1016/j.sysconle.2023.105502 Abstract. We discuss the ...
Boundary observation and control for fractional heat and wave equations
U. Biccari, E. Zuazua (2025) Boundary observation and control for fractional heat and wave equations, https://doi.org/10.48550/arXiv.2504.17413 Abstract. We establish boundary ...
Controllability properties from the exterior under positivity constraints for a 1-D fractional heat equation
H. Antil, U. Biccari, R. Ponce, M. Warma, S. Zamorano (2024) Controllability properties from the exterior under positivity constraints for ...
Interplay between depth and width for interpolation in neural ODEs
A. Alvarez-Lopez, A. Hadj Slimane, E. Zuazua (2024) Interplay between depth and width for interpolation in neural ODEs, Neural Networks, ...
