Zhixi Chen

Machine learning-enabled parameter space exploration for drilling fluid filtration

Abstract Drilling-fluid filtration is governed by coupled effects of particle size distribution (PSD), solids concentration, and particle-retention conditions, making systematic exploration by direct particle-scale simulation computationally demanding. This study integrates compu...