OIL-WATER-GAS FLOW NUMERICAL SIMULATION SCIENTIFIC COMPUTING DRILLING PROCESS PETROLEUM ENGINEERING MOLHABILIDADE COMPUTATIONAL FLUID DYNAMICS OPTIMIZATION DRIFT-FLUX PARAMETERS PRESSURE GRADIENT VOID FRACTION FLOW INDUCED VIBRATION RESONANCE FREQUENCY NUMERICAL ANALYSIS SINGLE PHASE FLOW REDES NEURAIS ARTIFICIAIS RE-START FLUID MECHANICS HYBRID MODELING FLEXIBLE MOUNTED TUBE HEAT EXCHANGE MODELING BALANCE EQUATIONS JUMP CONDITIONS COMPUTATIONAL FLUID DYNAMICS (CFD) HELICAL MICROCHANNEL TWO-PHASE FLOW PARTICLE IMAGE VELOCIMETRY (PIV) PATTERN RECOGNITION CAPACITIVE PROBE LIQUID-LIQUID STRATIFIED FLOW ANNULAR DUCT CANTILEVER-BEAM DYNAMIC PARAMETERS RESERVOIR SIMULATION NANOSTRUCTURE FLOW-INDUCED VIBRATION PIPE ACOUSTICS DROPS FLOW BUBBLE SHAPE SISTEMAS ÓLEO-ÁGUA INTEGRATED RESERVOIR AND PRODUCTION MODELING MINIMUM QUANTITY LUBRICATION MQL WAVE PROPAGATION TURBULENCE FLAME STRUCTURE OIL PLUG FLOW OLEOS PESADOS POROUS MEDIA FLOW SLUG FLOW ANGULO DE CONTATO VACUUM TOWER NON-INTRUSIVE TECHNIQUE FLOW PATTERN TRANSITION IN-SITU VOLUMETRIC FRACTION HEAVY OIL LIQUID-LIQUID FLOW PHYSICS-INFORMED NEURAL NETWORKS (PINNS) ARTIFICIAL INTELLIGENCE DEEP LEARNING FLAME SPRAY PYROLYSIS FEED DEVICE MONITORAMENTO ON-LINE DENSE GAS MATHEMTICAL MODELING GAS LIFT HOMOGENEOUS MODEL GAS-LIQUID FLOW OIL WATER FLOW TRANSIENT ANALYSIS WAVY STRATIFIED FLOW PATTERN HOLDUP