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SoilTwin: Multi-Scale Predictive Soil Behavior Engine for Geotechnical Design

A software platform that turns soil composition, mineralogy, and imaging data into predictive models of how soil will deform, transport heat/fluid, and respond to temperature changes — giving engineers reliable behavior forecasts before they break ground.