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\newacronym{ui}{UI}{User Interface}
\newacronym{http}{HTTP}{Hyper-text Transfer Protocol}
\newacronym{abc}{ABC}{Approximate Bayesian Computation}
+\newacronym{hp}{HP}{Hewlett Packard}
+\newacronym{json}{JSON}{JavaScript Object Notation}
+\newacronym{pod}{POD}{Proper Orthogonal Decomposition}
+\newacronym{mae}{MAE}{Mean Absolute Error}