Real-time scattering in theory using matrix product states
Bahaa Al Sayegh and Wissam Chemissany
Phys. Rev. Research 8, 023110 (2026) - Published 4 May, 2026
We investigate the critical behavior and real-time scattering dynamics of the interacting quantum field theory in () dimensions using uniform matrix product states (uMPS) and the time-dependent variational principle (TDVP). A finite-entanglement scaling analysis at bounds the critical mass-squared to and provides a quantitative map of the symmetric, near-critical, and spontaneously broken regimes. Using these ground states as asymptotic vacua, we simulate two-particle collisions in a sandwich geometry and extract the elastic scattering probability and Wigner time delay using a sandwich geometry protocol. We find strongly inelastic scattering in the symmetric phase ( for ) and almost perfectly elastic collisions in the spontaneously broken phase ( for and for ). Crucially, the scattering protocol exhibits a distinctive divergence near the critical coupling; we show that this behavior serves as a dynamical signature of the quantum critical point, arising directly from the closing of the mass gap. These results demonstrate that TDVP-based uMPS can effectively probe nonperturbative scattering and critical dynamics in lattice field theories with controlled entanglement truncation.

