Concepedia

Calibration of DEM macro and micro parameters via XGBoost method

Zongqing Zhou, Songsong Bai, Kaiwei Chu, Jinglong Li, Jiwei Sun, Meixia Wang, Yi Sun, Minghao Li, Yuhan Liu

Granular Matter · 2022 · 18 citations · 38 references

Concepts

ComputingComputer ScienceGeoinformatics3D ModelingDigital Elevation ModelingSensor FusionCalibrationModel CalibrationPhotogrammetric Elevation ModelingSensor CalibrationTerrain Feature ExtractionDem Accuracy AssessmentDevice CalibrationMulti-objective CalibrationOptimization-based CalibrationParameter CalibrationXgboost

References

38

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

A discrete numerical model for granular assemblies

Peter Cundall, Otto D. L. Strack · Géotechnique · 1979 · 16.9K citations

Engineering, Materials Engineering, Mechanical Engineering +16

A bonded-particle model for rock

D.O. Potyondy, Peter Cundall · International Journal of Rock Mechanics and Mining Sciences · 2004 · 4.9K citations

Engineering, Geological Engineering, Geology +12

45th US Rock Mechanics / Geomechanics Symposium

M.R.M. Aliha, M.R. Ayatollahi, D. J. Smith et al. · 2011 · 1.6K citations

Engineering, Geological Engineering, Geology +10

A clumped particle model for rock

N. Cho, C. Derek Martin, David C. Sego · International Journal of Rock Mechanics and Mining Sciences · 2007 · 1.1K citations

Engineering, Earth Sciences, Physics +11