WORK PACKAGE 1
Benchmarking geotechnical datasets, sensors and field studies
WORK PACKAGE 1
Benchmarking geotechnical datasets, sensors and field studies
WP LEADER
OBJECTIVES
O1.1 Agree on standardised datasets for benchmarking ML models
O1.2 Ensure robust and comparable performance across different applications within geotechnics
O1.3 Explore the deployment of advanced sensors for on-site acquisition of geotechnical data
O1.4 Foster the development of more realistic and applicable AI models
TASKS
T1.1 Selection of Benchmark Datasets
T1.2 Big Data acquisition
T1.3 Site investigation and geo-materials behaviour
T1.4 Standardisation and framework development for ML in geotechnical engineering
DELIVERABLES
D1.1 Repository of bechmark monitoring and testing data sets (delivered on 30.01.25)
D1.2 Guideline for integration of ML in geotechnical engineering (delivered on 23.03.25)