# Acronyms

[AE] AutoEncoder

[AGI] Artificial General Intelligence

[AI] Artificial Intelligence

[ANN] Artificial Neural Network

[API] Application Programming Interface

[ASI] Automatic Seismic Interpretation

[AUC] Area Under Curve

[AVO] Amplitude versus Offset

[BHI] Borehole Imaging

[BN] Batch Normalization

[BSEM] Backscatter Scanning-Electron Microscopy

[CNN] Convolutional Neural Network

[CMYK] Cyan-Magenta-Yellow-blacK

[CPU] Central Processing Unit

[DCGAN] Deep Convolutional Generative Adversarial Network

[DFN] Discrete Fracture Network

[DIW] Dynamic Image Warping

[DL] Deep Learning

[DNN] Deep Neural Network

[DT] Decision Tree

[DTW] Dynamic Time Warping

[DUC] Danish Underground consortium

[EC] Evolutionary Computing

[ELU] Expenantial Linear Unit

[EM] Expectation-maximization

[EOR] Enhanced Oil Recovery

[FCN] Fully Convolutional Network

[FK] Frequency-Wavenumber

[FLOP] Floating-Point Operations

[FGPA] Field Programmable Gate Array

[FFT] Fast Fourier transform

[FOSS] Free Open Source Software

[GAN] Generative Adversarial Network

[GMM] Gaussian mixture model

[GP] Gaussian Process

[GPR] Ground Penetrating Radar

[GPU] Graphical Processing Unit

[HBR] Hatchell-Bourne-Røste

[HMM] Hidden Markov Model

[HSV] Hue-Saturation-Value

[iid] independent and identically distributed

[KL] Kullback-Leibler

[KNN] k-Nearest Neighbour

[LDDMM] Large Deformation Diffeomorphic Metric Mapping

[LiME] local interpretable model-agnostic explanation

[LReLu] Leaky Rectified Linear Unit

[LSTM] Long Short-Term Memory

[MAE] Mean Absolute Error

[MCMC] Markov Chain Monte Carlo

[ML] Machine Learning

[MLP] Multi-Layer Perceptron

[MSE] Mean Squared Error

[NAS] Neural Architecture Search

[NLP] Natural Language Processing

[NN] Neural Network

[NRMS] Normalized Root Mean Squared Error

[ODE] Ordinary Differential Equation

[PReLU] Parameterized Rectified Linear Unit

[QI] Quantitative Interpretation

[ReLU] Rectified Linear Unit

[RF] Random Forest

[RGB] Red-Green-Blue

[RL] Reinforcement Learning

[RNN] Recurrent Neural Network

[RMM] Random Markov Model

[RMS] Root Mean Squared Error

[ROC] Receiver Operating Characteristic

[SGD] Stochastic Gradient Descent

[SIFT] Scale-Invariant Feature Transform

[SNR] Signal-to-Noise Ratio

[SOM] Self-Organizing Map

[SOTA] state-of-the-art

[SVM] Support Vector Machine

[TF] Tensorflow

[TPU] Tensor Processing Unit

[TPE] Tree of Parzen Estimator

[VAE] Variational AutoEncoder

[VSP] Vertical Seismic Profiling