Coastal soils are dominated by marine clay and organic-rich soils with low shear strength, high compressibility, and sensitivity to moisture content and salinity, thereby increasing the risk of infrastructure failure. This study aims to identify soil parameters that influence undrained shear strength (Cu), analyze the relationships between parameters, and compare the performance of ANN, ANFIS, …