Publications

Morgan D. Sanger, B. W. Maurer (2025). Informing predictions from above with data from below: a hierarchical geospatial liquefaction model for rapid response and simulation. U.S. Geological Survey Final Technical Report G23AP00017.
PDF
Morgan D. Sanger, B. W. Maurer, M. O. Eberhard (2025). Cascadia Liquefaction Hazard Maps for Scenario Planning and Rapid Response: Partnering Around Community Data and Mechanics-Informed AI. Cascadia Region Earthquake Science Center (CRESCENT) Open Documents Library.
PDF
Morgan D. Sanger, B. W. Maurer (2025). A U.S. national soil velocity model based on machine learning of geospatial information: National map products of Vs2.5, k, and n. DesignSafe-CI (Dataset).
Dataset DOI
Morgan D. Sanger, M. Geyin, B. W. Maurer (2024). Mechanics-informed machine learning for geospatial modeling of soil liquefaction: example model implementation in Jupyter Notebook and Matlab. DesignSafe-CI (Code Repository).
DOI Code
Morgan D. Sanger, M. Geyin, B. W. Maurer (2024). Mechanics-informed machine learning for geospatial modeling of soil liquefaction: New Zealand model map products for LPI, LPIISH, and LSN. DesignSafe-CI (Dataset).
DOI Dataset
Morgan D. Sanger, M. Geyin, B. W. Maurer (2024). Mechanics-informed machine learning for geospatial modeling of soil liquefaction: global model map products for LPI, LPIISH, and LSN. DesignSafe-CI (Dataset).
DOI Dataset
A. Agyekum, A. Ghavidel, M. Gomez Fuentes, A. Roy, Morgan D. Sanger, J. Zhao (2024). Transportation infrastructure performance under seismic hazards with SimCenter Tools. DesignSafe-CI (Code Repository).
DOI Code
R. Rasanen, M. Geyin, Morgan D. Sanger, B. W. Maurer (2024). A database of cone penetration tests from the Cascadia Subduction Zone. DesignSafe-CI (Dataset).
DOI Dataset
B. W. Maurer, Morgan D. Sanger (2024). On the underutilization of artificial intelligence models in geotechnical practice. ASCE Geo-Congress 2024: Geotechnical Data Analysis and Computation, GSP 352, 396–405.
DOI PDF
Morgan D. Sanger, M. Geyin, A. Shin, B. W. Maurer (2024). A database of cone penetration tests from North America. DesignSafe-CI (Dataset).
DOI Dataset