# Evaluation and updating of Ishihara’s (1985) model for liquefaction surface expression, with insights from machine and deep learning

> Research article (SOILS AND FOUNDATIONS, 2022) · cited 25× · AI/ML

**Wikidata**: [openalex:W4226244850](https://www.wikidata.org/wiki/openalex:W4226244850)  
**Source**: https://4ort.xyz/entity/evaluation-and-updating-of-ishiharas-1985-model-for-liquefaction-surface-expression-with-insights-from-machine-and-deep-