Enrique Zuazua

123 papers C 1Journal 117Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Structure-Preserving Numerical Scheme for Optimal Control and Design of Mixing in Incompressible Flows. CoRR Weiwei Hu, Ziqian Li, Yubiao Zhang, Enrique Zuazua
2026	J	`jnl`	Control of a Lotka-Volterra system with weak competition. Commun. Inf. Syst. Maicon Sonego, Enrique Zuazua
2026	J	`jnl`	Fair feature attribution for multi-output prediction: a Shapley-based perspective. CoRR Umberto Biccari, Alain Ibáñez de Opakua, José María Mato, Óscar Millet, Roberto Morales, Enrique Zuazua
2026	J	`jnl`	HYCO: A Formalism for Hybrid-Cooperative PDE Modelling. CoRR Lorenzo Liverani, Enrique Zuazua
2026	J	`jnl`	Universal Approximation of Dynamical Systems by Semiautonomous Neural ODEs and Applications. SIAM J. Numer. Anal. Ziqian Li, Kang Liu, Lorenzo Liverani, Enrique Zuazua
2025	J	`jnl`	A PDE Perspective on Generative Diffusion Models. CoRR Kang Liu, Enrique Zuazua
2025	J	`jnl`	Clustering in Pure-Attention Hardmax Transformers and Its Role in Sentiment Analysis. SIAM J. Math. Data Sci. Albert Alcalde, Giovanni Fantuzzi, Enrique Zuazua
2025	J	`jnl`	Deep Neural ODE Operator Networks for PDEs. CoRR Ziqian Li, Kang Liu, Yongcun Song, Hangrui Yue, Enrique Zuazua
2025	J	`jnl`	Exact Sequence Classification with Hardmax Transformers. CoRR Albert Alcalde, Giovanni Fantuzzi, Enrique Zuazua
2025	J	`jnl`	FedADMM-InSa: An inexact and self-adaptive ADMM for federated learning. Neural Networks Yongcun Song, Ziqi Wang, Enrique Zuazua
2025	J	`jnl`	Federated Cyber Defense: Privacy-Preserving Ransomware Detection Across Distributed Systems. CoRR Daniel Mauricio Jimenez Gutierrez, Enrique Zuazua, Joaquín del Río, Oleksii Sliusarenko, Xabi Uribe-Etxebarria
2025	J	`jnl`	Federated Learning for Pediatric Pneumonia Detection: Enabling Collaborative Diagnosis Without Sharing Patient Data. CoRR Daniel Mauricio Jimenez Gutierrez, Enrique Zuazua, Joaquín del Río, Oleksii Sliusarenko, Xabi Uribe-Etxebarria
2025	J	`jnl`	Gaussian Beam Ansatz for Finite Difference Wave Equations. Found. Comput. Math. Umberto Biccari, Enrique Zuazua
2025	J	`jnl`	HYCO: Hybrid-Cooperative Learning for Data-Driven PDE Modeling. CoRR Lorenzo Liverani, Matthys Steynberg, Enrique Zuazua
2025	J	`jnl`	Machine Learning and Control: Foundations, Advances, and Perspectives. CoRR Enrique Zuazua
2025	J	`jnl`	Moments, Time-Inversion and Source Identification for the Heat Equation. CoRR Kang Liu, Enrique Zuazua
2025	J	`jnl`	Optimal convergence rates for the finite element approximation of the Sobolev constant. CoRR Liviu I. Ignat, Enrique Zuazua
2025	J	`jnl`	Random Batch Methods for Discretized PDEs on Graphs. CoRR Martín Hernández, Enrique Zuazua
2025	J	`jnl`	Sharp numerical approximation of the Hardy constant. CoRR Liviu I. Ignat, Enrique Zuazua
2025	J	`jnl`	The Sherpa.ai Blind Vertical Federated Learning Paradigm to Minimize the Number of Communications. CoRR Alex Acero, Daniel Mauricio Jimenez Gutierrez, Dario Pighin, Enrique Zuazua, Joaquín del Río, Xabi Uribe-Etxebarria
2025	J	`jnl`	Tracking Controllability for the Heat Equation. IEEE Trans. Autom. Control. Jon Asier Bárcena-Petisco, Enrique Zuazua
2025	J	`jnl`	Training Together, Diagnosing Better: Federated Learning for Collagen VI-Related Dystrophies. CoRR Astrid Brull, Sara Aguti, Véronique Bolduc, Ying Hu, Daniel Mauricio Jimenez Gutierrez, Enrique Zuazua, Joaquín del Río, Oleksii Sliusarenko, Haiyan Zhou, Francesco Muntoni, Carsten G. Bönnemann, Xabi Uribe-Etxebarria
2024	J	`jnl`	A Potential Game Perspective in Federated Learning. CoRR Kang Liu, Ziqi Wang, Enrique Zuazua
2024	J	`jnl`	Clustering in pure-attention hardmax transformers and its role in sentiment analysis. CoRR Albert Alcalde, Giovanni Fantuzzi, Enrique Zuazua
2024	J	`jnl`	Deep Neural Networks: Multi-Classification and Universal Approximation. CoRR Martín Hernández, Enrique Zuazua
2024	J	`jnl`	Eigenvalue bounds for the Gramian operator of the heat equation. Autom. Martin Lazar, Enrique Zuazua
2024	J	`jnl`	FedADMM-InSa: An Inexact and Self-Adaptive ADMM for Federated Learning. CoRR Yongcun Song, Ziqi Wang, Enrique Zuazua
2024	J	`jnl`	Interplay between depth and width for interpolation in neural ODEs. CoRR Antonio Álvarez-López, Arselane Hadj Slimane, Enrique Zuazua
2024	J	`jnl`	Interplay between depth and width for interpolation in neural ODEs. Neural Networks Antonio Álvarez-López, Arselane Hadj Slimane, Enrique Zuazua
2024	—	`conf`	Optimal Placement and Shape Design of Sensors via Geometric Criteria. ECC Ilias Ftouhi, Enrique Zuazua
2024	J	`jnl`	Optimal control approach for moving bottom detection in one-dimensional shallow waters by surface measurements. CoRR Gino I. Montecinos, Rodrigo Lecaros, Juan Carlos López Ríos, Enrique Zuazua
2024	J	`jnl`	Representation and Regression Problems in Neural Networks: Relaxation, Generalization, and Numerics. CoRR Kang Liu, Enrique Zuazua
2024	J	`jnl`	Stability and Convergence of a Randomized Model Predictive Control Strategy. IEEE Trans. Autom. Control. Daniel W. M. Veldman, Alexandra Borkowski, Enrique Zuazua
2024	J	`jnl`	Universal Approximation of Dynamical Systems by Semi-Autonomous Neural ODEs and Applications. CoRR Ziqian Li, Kang Liu, Lorenzo Liverani, Enrique Zuazua
2023	J	`jnl`	Approximate and Weighted Data Reconstruction Attack in Federated Learning. CoRR Ziqi Wang, Yongcun Song, Enrique Zuazua
2023	J	`jnl`	Finite element approximation of the Hardy constant. CoRR Francesco Della Pietra, Giovanni Fantuzzi, Liviu I. Ignat, Alba Lia Masiello, Gloria Paoli, Enrique Zuazua
2023	J	`jnl`	Multilevel control by duality. Syst. Control. Lett. Umberto Biccari, Enrique Zuazua
2023	J	`jnl`	Neural ODE Control for Classification, Approximation, and Transport. SIAM Rev. Domènec Ruiz-Balet, Enrique Zuazua
2023	J	`jnl`	Optimized classification with neural ODEs via separability. CoRR Antonio Álvarez-López, Rafael Orive-Illera, Enrique Zuazua
2022	J	`jnl`	A framework for randomized time-splitting in linear-quadratic optimal control. Numerische Mathematik Daniel W. M. Veldman, Enrique Zuazua
2022	J	`jnl`	Computational performance of the MMOC in the inverse design of the Doswell frontogenesis equation. CoRR Alexandre Francisco, Umberto Biccari, Enrique Zuazua
2022	J	`jnl`	Differentiability With Respect to the Initial Condition for Hamilton-Jacobi Equations. SIAM J. Math. Anal. Carlos Esteve Yagüe, Enrique Zuazua
2022	J	`jnl`	Initial Data Identification for the One-Dimensional Burgers Equation. IEEE Trans. Autom. Control. Thibault Liard, Enrique Zuazua
2022	J	`jnl`	Interpolation and approximation via Momentum ResNets and Neural ODEs. Syst. Control. Lett. Domènec Ruiz-Balet, Elisa Affili, Enrique Zuazua
2022	J	`jnl`	Optimal Actuator Design via Brunovsky's Normal Form. IEEE Trans. Autom. Control. Borjan Geshkovski, Enrique Zuazua
2022	J	`jnl`	Sidewise Profile Control of 1-D Waves. J. Optim. Theory Appl. Yesim Saraç, Enrique Zuazua
2022	J	`jnl`	Slow Decay and Turnpike for Infinite-Horizon Hyperbolic Linear Quadratic Problems. SIAM J. Control. Optim. Zhong-Jie Han, Enrique Zuazua
2022	J	`jnl`	The Vlasov-Fokker-Planck equation with high dimensional parametric forcing term. Numerische Mathematik Shi Jin, Yuhua Zhu, Enrique Zuazua
2022	J	`jnl`	The turnpike property and the longtime behavior of the Hamilton-Jacobi-Bellman equation for finite-dimensional LQ control problems. Math. Control. Signals Syst. Carlos Esteve, Hicham Kouhkouh, Dario Pighin, Enrique Zuazua
2022	J	`jnl`	Turnpike in optimal control of PDEs, ResNets, and beyond. Acta Numer. Borjan Geshkovski, Enrique Zuazua
2021	J	`jnl`	Averaged dynamics and control for heat equations with random diffusion. Syst. Control. Lett. Jon Asier Bárcena-Petisco, Enrique Zuazua
2021	J	`jnl`	Classical System Theory Revisited for Turnpike in Standard State Space Systems and Impulse Controllable Descriptor Systems. SIAM J. Control. Optim. Jan Heiland, Enrique Zuazua
2021	J	`jnl`	Controllability of One-Dimensional Viscous Free Boundary Flows. SIAM J. Control. Optim. Borjan Geshkovski, Enrique Zuazua
2021	J	`jnl`	Optimal actuator design via Brunovsky's normal form. CoRR Borjan Geshkovski, Enrique Zuazua
2021	J	`jnl`	The turnpike property in nonlinear optimal control - A geometric approach. Autom. Noboru Sakamoto, Enrique Zuazua
2020	J	`jnl`	Full probabilistic solution of a finite dimensional linear control system with random initial and final conditions. J. Frankl. Inst. Juan Carlos Cortés, Ana Navarro-Quiles, José Vicente Romero, María Dolores Roselló, Enrique Zuazua
2020	J	`jnl`	Large-time asymptotics in deep learning. CoRR Carlos Esteve, Borjan Geshkovski, Dario Pighin, Enrique Zuazua
2020	J	`jnl`	Propagation of One- and Two-Dimensional Discrete Waves Under Finite Difference Approximation. Found. Comput. Math. Umberto Biccari, Aurora Marica, Enrique Zuazua
2020	J	`jnl`	Shape turnpike for linear parabolic PDE models. Syst. Control. Lett. Gontran Lance, Emmanuel Trélat, Enrique Zuazua
2020	J	`jnl`	Sparse source identification of linear diffusion-advection equations by adjoint methods. Syst. Control. Lett. Azahar Monge, Enrique Zuazua
2020	J	`jnl`	The Inverse Problem for Hamilton-Jacobi Equations and Semiconcave Envelopes. SIAM J. Math. Anal. Carlos Esteve, Enrique Zuazua
2020	J	`jnl`	Turnpike in Lipschitz-nonlinear optimal control. CoRR Carlos Esteve, Borjan Geshkovski, Dario Pighin, Enrique Zuazua
2019	J	`jnl`	A Two-Dimensional "Flea on the Elephant" Phenomenon and its Numerical Visualization. Multiscale Model. Simul. Roberta Bianchini, Laurent Gosse, Enrique Zuazua
2019	J	`jnl`	Adjoint computational methods for 2D inverse design of linear transport equations on unstructured grids. Comput. Appl. Math. Mario Morales-Hernández, Enrique Zuazua
2019	J	`jnl`	Greedy optimal control for elliptic problems and its application to turnpike problems. Numerische Mathematik Víctor Hernández-Santamaría, Martin Lazar, Enrique Zuazua
2019	J	`jnl`	Internal Observability for Coupled Systems of Linear Partial Differential Equations. SIAM J. Control. Optim. Pierre Lissy, Enrique Zuazua
2019	J	`jnl`	Model Reduction of Converter-Dominated Power Systems by Singular Perturbation Theory. CoRR Umberto Biccari, Noboru Sakamoto, Eneko Unamuno, Danel Madariaga, Enrique Zuazua, Jon Andoni Barrena
2019	J	`jnl`	The Vlasov-Fokker-Planck Equation with High Dimensional Parametric Forcing Term. CoRR Shi Jin, Yuhua Zhu, Enrique Zuazua
2019	—	`conf`	The turnpike property in nonlinear optimal control - A geometric approach. CDC Noboru Sakamoto, Dario Pighin, Enrique Zuazua
2019	J	`jnl`	Turnpike in optimal shape design. CoRR Gontran Lance, Emmanuel Trélat, Enrique Zuazua
2018	J	`jnl`	Minimal controllability time for finite-dimensional control systems under state constraints. Autom. Jérôme Lohéac, Emmanuel Trélat, Enrique Zuazua
2018	J	`jnl`	Steady-State and Periodic Exponential Turnpike Property for Optimal Control Problems in Hilbert Spaces. SIAM J. Control. Optim. Emmanuel Trélat, Can Zhang, Enrique Zuazua
2017	J	`jnl`	Actuator Design for Parabolic Distributed Parameter Systems with the Moment Method. SIAM J. Control. Optim. Yannick Privat, Emmanuel Trélat, Enrique Zuazua
2017	J	`jnl`	Controllability of Evolution Equations with Memory. SIAM J. Control. Optim. Felipe Wallison Chaves Silva, Xu Zhang, Enrique Zuazua
2017	J	`jnl`	Decay rates for elastic-thermoelastic star-shaped networks. Networks Heterog. Media Zhong-Jie Han, Enrique Zuazua
2017	J	`jnl`	Large time control and turnpike properties for wave equations. Annu. Rev. Control. Enrique Zuazua
2017	J	`jnl`	Numerical hypocoercivity for the Kolmogorov equation. Math. Comput. Alessio Porretta, Enrique Zuazua
2016	J	`jnl`	Control of 2D scalar conservation laws in the presence of shocks. Math. Comput. Rodrigo Lecaros, Enrique Zuazua
2016	J	`jnl`	Decay rates for $1-d$ heat-wave planar networks. Networks Heterog. Media Zhong-Jie Han, Enrique Zuazua
2016	J	`jnl`	Greedy controllability of finite dimensional linear systems. Autom. Martin Lazar, Enrique Zuazua
2016	J	`jnl`	Null Controllability of Linear Heat and Wave Equations with Nonlocal Spatial Terms. SIAM J. Control. Optim. Enrique Fernández-Cara, Qi Lü, Enrique Zuazua
2016	J	`jnl`	On the lack of controllability of fractional in time ODE and PDE. Math. Control. Signals Syst. Qi Lü, Enrique Zuazua
2016	J	`jnl`	Optimal Neumann control for the 1D wave equation: Finite horizon, infinite horizon, boundary tracking terms and the turnpike property. Syst. Control. Lett. Martin Gugat, Emmanuel Trélat, Enrique Zuazua
2016	J	`jnl`	Optimal strategies for driving a mobile agent in a "guidance by repulsion" model. Commun. Nonlinear Sci. Numer. Simul. Ramón Escobedo, Aitziber Ibañez, Enrique Zuazua
2016	J	`jnl`	Stable observation of additive superpositions of Partial Differential Equations. Syst. Control. Lett. Enrique Zuazua
2015	J	`jnl`	Large-time asymptotics, vanishing viscosity and numerics for 1-D scalar conservation laws. Math. Comput. Liviu I. Ignat, Alejandro Pozo, Enrique Zuazua
2015	J	`jnl`	Numerical approximation schemes for multi-dimensional wave equations in asymmetric spaces. Math. Comput. Vincent Lescarret, Enrique Zuazua
2015	J	`jnl`	Optimal strategies for driving a mobile agent in a guidance by repulsion model. CoRR Ramón Escobedo, Aitziber Ibañez, Enrique Zuazua
2015	J	`jnl`	Propagation of 1D Waves in Regular Discrete Heterogeneous Media: A Wigner Measure Approach. Found. Comput. Math. Aurora Marica, Enrique Zuazua
2015	J	`jnl`	Transmutation techniques and observability for time-discrete approximation schemes of conservative systems. Numerische Mathematik Sylvain Ervedoza, Enrique Zuazua
2014	J	`jnl`	Averaged control. Autom. Enrique Zuazua
2014	C	`conf`	Optimal shape and location of sensors or actuators in PDE models. ACC Yannick Privat, Emmanuel Trélat, Enrique Zuazua
2013	J	`jnl`	Long Time versus Steady State Optimal Control. SIAM J. Control. Optim. Alessio Porretta, Enrique Zuazua
2013	J	`jnl`	Spike controls for elliptic and parabolic PDEs. Syst. Control. Lett. Eduardo Casas, Enrique Zuazua
2012	J	`jnl`	Approximating travelling waves by equilibria of non-local equations. Asymptot. Anal. José M. Arrieta, María López-Fernández, Enrique Zuazua
2012	J	`jnl`	On the Equivalence of Minimal Time and Minimal Norm Controls for Internally Controlled Heat Equations. SIAM J. Control. Optim. Gengsheng Wang, Enrique Zuazua
2012	J	`jnl`	On the Quadratic Finite Element Approximation of One-Dimensional Waves: Propagation, Observation, and Control. SIAM J. Numer. Anal. Aurora Marica, Enrique Zuazua
2011	J	`jnl`	Flux identification for 1-d scalar conservation laws in the presence of shocks. Math. Comput. Carlos Castro, Enrique Zuazua
2011	J	`jnl`	Numerical Approximation of a One-Dimensional Elliptic Optimal Design Problem. Multiscale Model. Simul. Juan Casado-Díaz, Carlos Castro, Manuel Luna-Laynez, Enrique Zuazua
2011	J	`jnl`	Regularity issues for the null-controllability of the linear 1-d heat equation. Syst. Control. Lett. Sorin Micu, Enrique Zuazua
2010	J	`jnl`	Asymptotic limits and stabilization for the 1D nonlinear Mindlin-Timoshenko system. J. Syst. Sci. Complex. Fágner D. Araruna, Pablo Braz e Silva, Enrique Zuazua
2009	J	`jnl`	Hardy Inequalities, Observability, and Control for the Wave and Schrödinger Equations with Singular Potentials. SIAM J. Math. Anal. Judith Vancostenoble, Enrique Zuazua
2009	J	`jnl`	Numerical Dispersive Schemes for the Nonlinear Schrödinger Equation. SIAM J. Numer. Anal. Liviu I. Ignat, Enrique Zuazua
2009	J	`jnl`	Stabilization of the Wave Equation on 1-d Networks. SIAM J. Control. Optim. Julie Valein, Enrique Zuazua
2008	J	`jnl`	Controllability of the Kirchhoff System for Beams as a Limit of the Mindlin-Timoshenko System. SIAM J. Control. Optim. Fágner D. Araruna, Enrique Zuazua
2008	J	`jnl`	Perfectly matched layers in 1-d : energy decay for continuous and semi-discrete waves. Numerische Mathematik Sylvain Ervedoza, Enrique Zuazua
2007	J	`jnl`	Uniform boundary stabilization of the finite difference space discretization of the 1- Adv. Comput. Math. Louis Roder Tcheugoué Tébou, Enrique Zuazua
2006	J	`jnl`	Discrete Ingham Inequalities and Applications. SIAM J. Numer. Anal. Mihaela Negreanu, Enrique Zuazua
2006	J	`jnl`	On the Controllability of a Fractional Order Parabolic Equation. SIAM J. Control. Optim. Sorin Micu, Enrique Zuazua
2005	—	`conf`	Convergence of a multi-grid algorithm for the controllability of the wave equation. CDC/ECC Mihaela Negreanu, Enrique Zuazua
2005	J	`jnl`	Finite Difference Approximation of Homogenization Problems for Elliptic Equations. Multiscale Model. Simul. Rafael Orive-Illera, Enrique Zuazua
2005	J	`jnl`	Propagation, Observation, and Control of Waves Approximated by Finite Difference Methods. SIAM Rev. Enrique Zuazua
2005	—	`conf`	Uniform observability of the wave equation via a discrete Ingham inequality. CDC/ECC Mihaela Negreanu, Enrique Zuazua
2004	J	`jnl`	Unique Continuation and Control for the Heat Equation from an Oscillating Lower Dimensional Manifold. SIAM J. Control. Optim. Carlos Castro, Enrique Zuazua
2003	J	`jnl`	Addendum to "Generic Simplicity of the Spectrum and Stabilization for a Plate Equation". SIAM J. Control. Optim. Jaime H. Ortega, Enrique Zuazua
2003	J	`jnl`	Controllability of an Elliptic equation and its Finite Difference Approximation by the Shape of the Domain. Numerische Mathematik D. Chenais, Enrique Zuazua
2003	J	`jnl`	The energy decay rate for the modified Von Kármán system of thermoelastic plates: An improvement. Appl. Math. Lett. G. Perla Menzala, Enrique Zuazua
2003	J	`jnl`	Uniform boundary controllability of a discrete 1-D wave equation. Syst. Control. Lett. Mihaela Negreanu, Enrique Zuazua
2003	J	`jnl`	Uniform exponential long time decay for the space semi-discretization of a locally damped wave equation via an artificial numerical viscosity. Numerische Mathematik Louis Roder Tcheugoué Tébou, Enrique Zuazua
2002	J	`jnl`	On the Controllability of Parabolic Systems with a Nonlinear Term Involving the State and the Gradient. SIAM J. Control. Optim. Anna Doubova, Enrique Fernández-Cara, Manuel González-Burgos, Enrique Zuazua
2002	—	`conf`	Remarks on the controllability of the Schrödinger equation. CRM Workshop Enrique Zuazua
2000	J	`jnl`	Generic Simplicity of the Spectrum and Stabilization for a Plate Equation. SIAM J. Control. Optim. Jaime H. Ortega, Enrique Zuazua
2000	J	`jnl`	Low Frequency Asymptotic Analysis of a String with Rapidly Oscillating Density. SIAM J. Appl. Math. Carlos Castro, Enrique Zuazua