Lehrstuhl für Dynamics, Control, Machine Learning and Numerics (Alexander von Humboldt-Professur)

Cluster-based classification with neural ODEs via control (2026) Álvarez López A, Orive-Illera R, Zuazua Iriondo E Unpublished / Preprint Optimal convergence rates for the finite element approximation of the Sobolev constant (2026) Ignat LI, Zuazua Iriondo E Unpublished / Preprint Turnpike in optimal control and beyond: a survey (2026) Trélat E, Zuazua Iriondo E Unpublished / Preprint Exact Sequence Classification with Transformers (2026) Alcalde Zafra A, Fantuzzi G, Zuazua Iriondo E Unpublished / Preprint A Potential Game Perspective in Federated Learning (2026) Liu K, Wang Z, Zuazua Iriondo E Unpublished / Preprint Constructive Universal Approximation and Finite Sample Memorization by Narrow Deep Relu Networks (2026) Hernández Salinas M, Zuazua Iriondo E Unpublished / Preprint Averaged observations and turnpike phenomenon for parameter-dependent systems (2026) Hernández Salinas M, Lazar M, Zamorano S Unpublished / Preprint Tracking controllability for finite-dimensional linear systems (2026) Zamorano Aliaga SA, Zuazua Iriondo E Unpublished / Preprint Pattern control via diffusion interaction (2026) Ruiz-Balet D, Zuazua Iriondo E Unpublished / Preprint Control and Machine Learning (2026) Zuazua Iriondo E Unpublished / Preprint