WORK PACKAGE 6
Interpretable AI
WORK PACKAGE 6
Interpretable AI
WP LEADER
OBJECTIVES
O6.1 Enhance the interpretability and transparency of the ML models of WP3, 4 and 5
O6.2 Ensure that the decisions made by these models are understandable and trustworthy for geotechnical practitionersÂ
TASKS
T6.1 Development of transparent model architectures
T6.2 Implementation of Post-Hoc Interpretability Techniques
T6.3 Training and documentation for geotechnical practitioners
T6.4 Validation and case studies of interpretable models
DELIVERABLES
D6.1 Transparent machine learning models
D6.2 Guide and case study of interpretability in ML