Neural-Parareal: Self-improving acceleration of fusion MHD simulations using time-parallelisation and neural operators. - Stanislas Pamela; Naomi Carey; Johannes Brandstetter; Rob J. Akers; Lorenzo Zanisi; James Buchanan; Vignesh Gopakumar; Matthias Hoelzl; Guido Huijsmans; Kamran Pentland; James Tickner; G. Antonucci (Comput. Phys. Commun., 2025)

5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence. - Gianluca Galletti; Fabian Paischer; Paul Setinek; William Hornsby; Lorenzo Zanisi; Naomi Carey; Stanislas Pamela; Johannes Brandstetter (CoRR, 2025)