IMAGE SUPER-RESOLUTION SPARSE DECONVOLUTION BLIND SOURCE SEPARATION CUDA SEISMIC ATTRIBUTES GPU MULTICHANNEL DECONVOLUTION HPC HIGH-PERFORMANCE IO SUPERFÍCIE DE REFLEXÃO COMUM GPU PROGRAMMING (CUDA, OPENCL, ...) SPITS MULTIPLE SUBTRACTION UNSUPERVISED SIGNAL PROCESSING HIGH PERFORMANCE COMPUTING DEEP LEARNING GEOPHYSICS TIME AND SPATIAL SHIFT ESTIMATION SEISMIC STACKING MULTIPARAMETRIC TRAVELTIMES BLIND SOURCES SEPARATION (BSS) SPARSE SIGNAL PROCESSING DIFFRACTIONS DEEP-LEARNING VELOCITY ANALYSIS FOUNDATION MODELS SPARSE COMPONENT ANALYSIS (SCA) TRAVELTIME ESTIMATION DATASET SEISMIC FACIES SEGMENTATION APRENDIZADO DE MÁQUINA SEISMIC DATA FILE MAE/VIT HETEROGENOUS COMPUTING PROCESSAMENTO SÍSMICO CLOUD COMPUTING SELF-SUPERVISED LEARNING SEG-Y HIGH-PERFORMANCE COMPUTING DEEP NEURAL NETWORKS BLIND DECONVOLUTION GPGPU MACHINE LEARNING CONVOLUTIVE MIXTURES REPRESENTATION LEARNING OPENCL COMMON REFLECTION SURFACE METHOD MUTUAL INFORMATION CRS CNN LP-NORM FILTERING MULTIPLES CANCELATION