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129 | 129 | symbolic parameters, \texttt{IntU.jl} provides a fully open-source, performant |
130 | 130 | implementation of the Weingarten calculus and Wick contractions. Key features |
131 | 131 | include the native handling of symbolic dimensions $d$ as rational functions, |
132 | | -allowing for the automatic derivation of asymptotic expansions, a high-level |
133 | | -symbolic trace interface that reconstructs Weingarten graphs directly from |
134 | | -index-free expressions, and a native bridge to \texttt{ITensors.jl} for |
135 | | -integrating complex tensor networks. We discuss the underlying |
136 | | -algorithms—including the Murnaghan-Nakayama rule and symplectic-orthogonal |
137 | | -duality—and demonstrate that the package efficiently handles high-degree moments |
138 | | -and complex quantum information metrics, significantly outperforming manual |
139 | | -derivations. |
| 132 | +direct integration of matrix-valued expressions, allowing for the automatic |
| 133 | +derivation of asymptotic expansions, a high-level symbolic trace interface that |
| 134 | +reconstructs Weingarten graphs directly from index-free expressions, and a |
| 135 | +native bridge to \texttt{ITensors.jl} for integrating complex tensor networks. |
| 136 | +We discuss the underlying algorithms—including the Murnaghan-Nakayama rule and |
| 137 | +symplectic-orthogonal duality—and demonstrate that the package efficiently |
| 138 | +handles high-degree moments and complex quantum information metrics, |
| 139 | +significantly outperforming manual derivations. |
140 | 140 | \end{abstract} |
141 | 141 |
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142 | 142 | %% |
@@ -1041,7 +1041,7 @@ \section{Software availability and reproducibility} |
1041 | 1041 | \item \textbf{Repository URL}: \url{https://github.com/iitis/IntU} |
1042 | 1042 | \item \textbf{License}: Apache License 2.0 |
1043 | 1043 | \item \textbf{Version}: The results in this paper were generated using |
1044 | | - version v0.3.0. |
| 1044 | + version v0.4.0. |
1045 | 1045 | \item \textbf{Benchmarks}: To reproduce the benchmarks presented in Section |
1046 | 1046 | \ref{sec:performance}, execute the provided script from the repository root: |
1047 | 1047 | \begin{lstlisting}[language=bash] |
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