Publications

A selection of peer-reviewed and preprint work. Full list forthcoming.

2026

Learning equivariant dynamics from sparse Lagrangian trajectories

Ros, R., et al. · Journal of Computational Physics (under review)

2025

Data-driven symmetry detection for dynamical systems

Ramon Ros, Andrew Lawrie · Applied and Computational Harmonic Analysis (under review)

Dec 2025

2024

Spectral priors for operator learning in turbulent channel flow

Ros, R. & Chen, A. · Proc. R. Soc. A 480 (2289), 20240112

Thermodynamic embeddings for closure learning

Ros, R. · arXiv:2403.01234 [physics.flu-dyn]

2022

Stochastic reduced models for non-Gaussian climate noise

Ros, R., Patel, S. · SIAM/ASA J. Uncertainty Quantification 10 (2), 512–538