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CORDIS - EU research results
CORDIS

Geotechnical Resilience through Intelligent Design

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Repository of bechmark monitoring and testing data sets (opens in new window)

Digital repository of standardised benchmark geotechnical monitoring and testing data sets for ML model development and calibration with description of the development and application of innovative geotechnical monitoring technologies for big data acquisition

Guideline for integration of ML in geotechnical engineering (opens in new window)

Guideline for the application and integration of ML in geotechnical engineering projects

Publications

Comprehensive Dataset of Dynamic Probing Heavy Test Results for Subsurface Characterization (opens in new window)

Author(s): E. Soranzo
Published in: Data in Brief, 2025, ISSN 2352-3409
Publisher: Elsevier BV
DOI: 10.1016/j.dib.2025.111391

Convolutional neural network prediction of the particle size distribution of soil from close-range images (opens in new window)

Author(s): Enrico Soranzo, Carlotta Guardiani, Wei Wu
Published in: Soils and Foundations, Issue 65, 2025, ISSN 0038-0806
Publisher: Elsevier BV
DOI: 10.1016/j.sandf.2025.101575

Soil improvement with laponite: effects on soil-structure interaction in liquefiable sands (opens in new window)

Author(s): Jinghua Zhang, Zhihua Yang, Emilio Bilotta, Lucia Mele, Qing Sun, Haitao Yu, Yong Yuan
Published in: Computers and Geotechnics, Issue 185, 2025, ISSN 0266-352X
Publisher: Elsevier BV
DOI: 10.1016/J.COMPGEO.2025.107360

Dataset of close-range soil images of soils and corresponding particle size distributions (opens in new window)

Author(s): E. Soranzo
Published in: Data in Brief, 2025, ISSN 2352-3409
Publisher: Elsevier BV
DOI: 10.1016/J.DIB.2025.111631

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