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Overview and future prospect of ISSMGE TC304 open-access databases (304dB)

Year: 2025

Type: article

Abstract: The ISSMGE TC304 began compiling open-access databases in an initiative named 304dB from November 2017. This initiative pre-dates the strong interest in artificial intelligence (AI) and the current pressing need to assemble big data for training foundation AI models. Since then, 304dB has grown into a collection of 17 soil/rock property databases, eight cone penetration test databases, three geospatial databases, and three liquefaction databases. This paper reviews the current contents of 304dB and its impact, including the impact on state-of-the-art report, second generation Eurocode 7, data-centric geotechnics, data-driven probabilistic site characterization, benchmark examples, education, among others. This paper also discusses possible directions for the future expansion of 304dB.

Source: Intelligent Transportation Infrastructure

DOI: 10.1093/iti/liaf004

Authors: Jianye Ching, Kok-Kwang Phoon

Institutions: National Taiwan University, Singapore University of Technology and Design

Language: English

Topic: Geotechnical Engineering and Soil Mechanics

Subfield: Civil and Structural Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: diamond

OpenAlex ID: W4409152356