Based on my master's thesis of the same name, this talk addresses the time-dependent Schrödinger equation, a fundamental governing equation in quantum mechanics. While established numerical methods typically follow a method-of-lines approach, full space-time variational formulations have gained growing interest. They elegantly capture low-regularity solutions, bypass restrictive CFL conditions, and, crucially for Model Order Reduction (MOR), treat time as an additional variable to inherently provide sharp, global-in-time error bounds.
The thesis builds upon the ultraweak space-time discontinuous Petrov-Galerkin (DPG) formulation introduced by Demkowicz et al. in 2017. While their foundational work was restricted to the free Schrödinger equation, we generalize this framework to incorporate bounded, time-independent, real-valued potentials, which dictate the underlying energy landscape in many physically relevant scenarios.
The presentation provides an overview of this work, beginning with an introduction to the DPG method and a summary of the underlying functional analytic framework. We then detail the generalization to include a potential, highlighting continuous well-posedness alongside stationary theoretical derivations regarding Fortin operator stability and the identification of an additional data oscillation term. Following a discussion on implementation and full-order model numerical experiments, we motivate the need for MOR and the Reduced Basis Method (RBM) in parametric many-query scenarios. Finally, marking the first explicit realization of an RBM-DPG coupling, we present theoretical guarantees, including uniform well-posedness and exponential Kolmogorov $N$-width decay, and conclude with numerical validations of the reduced-order model.