A century-old mixing puzzle: AI helps predict and understand viscous fingering #sciencefather # researchawards #ArtificialIntelligence, #FluidDynamics


 

Viscous fingering occurs when a thinner fluid pushes a thicker, more viscous fluid in a porous medium, like underground rock, creating unpredictable, finger-like patterns. For decades, this intricate dance between fluids has been a major headache in critical sectors like enhanced oil recovery, CO2 sequestration, and groundwater remediation. Predicting and controlling these "fingers" has remained an elusive goal for scientists, largely due to the sheer complexity of the fluid dynamics involved.

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