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

Activation Saturation and Floquet Spectrum Collapse in Neural ODEs (2026) Matzakos N Unpublished / Preprint New trends in mathematics for scientific machine learning (2026) Bellomo N, Brezzi F, Zuazua E Journal article Hamiltonian Interface Dynamics for Reduced-Order Optimization of Incompressible Mixing (2026) Li Z, Zuazua Iriondo E Unpublished / Preprint Mapping metabolic aging and disease-associated acceleration using an interpretable NMR-based clock (2026) Ibáñez de Opakua A, Bizkarguenaga M, de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 Unpublished / Preprint Geometric Asymptotics of Score Mixing and Guidance in Diffusion Models (2026) Liu K, Zuazua E Unpublished / Preprint LARGE-TIME ASYMPTOTICS OF THE REGULARIZED MOORE-GIBSON-THOMPSON EQUATION WITH GURTIN-PIPKIN THERMAL LAW (2026) Primio AD, Liverani L Journal article Fully Discrete High-Order DG Scheme for Waves: Dispersion and Observability (2026) Li Y, Wang X, Zuazua E Unpublished / Preprint Singular limit phenomenon in a nonlinear elliptic problem arising in electrochemistry (2026) Fernández Martínez D Unpublished / Preprint Reachability and asymptotics of Gaussian Transformer dynamics (2026) Alcalde Zafra A, Ji Z, Zuazua E Unpublished / Preprint Constructive interpolation and generalization rates for Neural ODEs: a control perspective (2026) Álvarez López A, Liverani L, Zuazua E Unpublished / Preprint