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

Mapping metabolic aging and disease-associated acceleration using an interpretable NMR-based clock (2026) Ibáñez de Opakua A, Bizkarguenaga M, de Diego A, Conde R, González-Valle B, Gil-Redondo R, Santana T, et al. Unpublished / Preprint Hamiltonian Interface Dynamics for Reduced-Order Optimization of Incompressible Mixing (2026) Li Z, Zuazua Iriondo E Unpublished / Preprint New trends in mathematics for scientific machine learning (2026) Bellomo N, Brezzi F, Zuazua E Journal article Activation Saturation and Floquet Spectrum Collapse in Neural ODEs (2026) Matzakos N Unpublished / Preprint HYCO: Hybrid-Cooperative Learning for Data-Driven PDE Modeling (2026) Liverani L, Zuazua E Unpublished / Preprint Fair feature attribution for multi-output prediction: A Shapley-based perspective (2026) Biccari U, Ibáñez de Opakua A, Mato JM, Millet O, Morales R, Zuazua Iriondo E Unpublished / Preprint HYCO: A formalism for Hybrid-Cooperative PDE modelling (2026) Liverani L, Zuazua Iriondo E Unpublished / Preprint Machine Learning and Control: A Unified Perspective (2026) Zuazua Iriondo E Unpublished / Preprint Exact Controllability for Stochastic First-Order Multi-Dimensional Hyperbolic Systems (2026) Li Z, Lü Q, Wang Y, Yang H Unpublished / Preprint Null control of heat equations with analytic memory kernels (2026) Lü Q, Zhang X, Zuazua Iriondo E Unpublished / Preprint