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MeDIUM: Measurement Data Interpretation using Uncertain Model
The task of data interpretation using uncertain models is complex and requires significant expertise and technical knowledge to obtain accurate solutions. This software simplifies a few of the steps involved and provides tools for interpreting measurement data and validating interpretations in order to assess accuracy.
MeDIUM supports evaluation of a population of models to provide predictions that are compatible with observations (measurements) in the presence of uncertainties. It is particularly useful when uncertainties have non-zero mean distributions.
This software was developed under the sponsorship of the Cyber Civil Infrastructure project at the Future Cities Laboratory at Singapore-ETH Center in Singapore.
GeoMap: A Toolbox for Three-dimensional Reconstruction of Geological Stratigraphy.
The task of reconstructing subsurface stratigraphy based on site-investigation data is challenging, especially when the full three-dimensional subsurface stratigraphy is needed. GeoMap provides a methodological framework that consists of several algorithms that we developed to accomplish the predictive task. The algorithms were pre-trained using a historical database consisting of more than 40,000 boreholes across the entire Singapore.
GeoMap is designed to follow the current industry practices in Singapore. Borehole data obtained in preliminary site-investigation activities can be uploaded to the software. Users can then use the software to predict the stratigraphy at any location in Singapore. GeoMap offers point prediction, cross-section prediction and three-dimensional prediction.
This software was developed for the Cities of Tomorrow R&D Program under the Ministry of National Development of Singapore.