Physics-informed Reduced Order Modeling of Time-dependent PDEs via Differentiable Solvers - Hosseini Dashtbayaz, Nima; Salehipour, Hesam; Butscher, Adrian; Morris, Nigel (Advances in Neural Information Processing Systems, 2025)