Neutron Reflectometry by Gradient Descent. - Max D. Champneys; Andrew J. Parnell; Philipp Gutfreund; Maximilian W. A. Skoda; J. Patrick A. Fairclough; Timothy J. Rogers 003; Stephanie L. Burg (CoRR, 2025)