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Theory-guided machine learning to predict density evolution of sand dynamically compacted under Ko condition |
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| Authors: | Tophel Amir Walker Jeffrey P Dutta Troyee Tanu Kodikara Jayantha |
| Institution: | 1.ARC Industrial Transformation Research Hub (ITRH) – SPARC Hub, Department of Civil Engineering, Monash University, Clayton Campus, Clayton, VIC, 3800, Australia ;2.Department of Civil Engineering, Monash University, Clayton Campus, Clayton, VIC, 3800, Australia ; |
| Abstract: | Acta Geotechnica - This paper introduces a theory-guided machine learning (TGML) framework, which combines a theoretical model (TM) and a machine learning (ML) algorithm to predict compaction... |
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