23 citations · 41 across the 6 of their papers we have counts for
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quant-ph2024★ 1 cited
Pseudospectral method for solving PDEs using Matrix Product States
Jorge Gidi, Paula García-Molina, Luca Tagliacozzo +1
This research focuses on solving time-dependent partial differential equations (PDEs), in particular the time-dependent Schrödinger equation, using matrix product states (MPS). We…
quant-ph2024
Approximation and composition of functions in quantized tensor trains via orthogonal polynomial expansions
Juan José Rodríguez-Aldavero, Paula García-Molina, Luca Tagliacozzo +1
This work explores the representation of univariate and multivariate functions as quantized tensor trains (QTT). It develops a constructive algorithm that employs expansions in ort…