latex: Match with Overleaf current work

latex/frontmatter/acronym.tex

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+% Define an abbreviation (acronym)
+% Acronyms for the thesis
+\newacronym{ml}{ML}{machine learning}
+\newacronym{stft}{STFT}{short-time fourier transform}
+\newacronym{ai}{AI}{artificial intelligence}
+\newacronym{dl}{DL}{deep learning}
+\newacronym{nn}{NN}{neural network}
+\newacronym{fft}{FFT}{fast fourier transform}
+\newacronym{svm}{SVM}{support vector machine}
+\newacronym{cnn}{CNN}{convolutional neural network}
+\newacronym{rnn}{RNN}{recurrent neural network}
+\newacronym{vbi}{VBI}{vibration-based inspection}
+\newacronym{shm}{SHM}{structural health monitoring}
+\newacronym{fea}{FEA}{finite element analysis}
+\newacronym{1d-cnn}{1-D CNN}{\textit{One-Dimensional Convolutional Neural Network}}
+\newacronym{pca}{PCA}{\textit{principal component analysis}}