Carlotta Guardiani

Time-dependent reliability analysis of unsaturated slopes under rapid drawdown with intelligent surrogate models

Carlotta Guardiani, Enrico Soranzo, Wei Wu · Acta Geotechnica · 2021 · 74 citations · Full text

Rock Slide, Engineering, Rock Slope +24

Convolutional neural networks prediction of the factor of safety of random layered slopes by the strength reduction method

Enrico Soranzo, Carlotta Guardiani, Yiru Chen et al. · Acta Geotechnica · 2022 · 29 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

A soft computing approach to tunnel face stability in a probabilistic framework

Enrico Soranzo, Carlotta Guardiani, Wei Wu · Acta Geotechnica · 2021 · 23 citations · Full text

Numerical Analysis, Underground Infrastructure, Engineering +19

The application of reinforcement learning to NATM tunnel design

Enrico Soranzo, Carlotta Guardiani, Wei Wu · Underground Space · 2022 · 19 citations · Full text

A Reinforcement Learning approach to the location of the non-circular critical slip surface of slopes

Enrico Soranzo, Carlotta Guardiani, Ahsan Saif et al. · Computers & Geosciences · 2022 · 18 citations · Full text