Prediction of nonlocal elasticity parameters using high-throughput molecular dynamics simulations and machine learning
Hridya P. Lal, Abhiram B.R., Debraj Ghosh
Topics & Concepts
Statistical physicsBoundary value problemLength scaleMolecular dynamicsRegressionGaussianScale parameterComputer scienceMathematicsAlgorithmPhysicsMechanicsMathematical analysisStatisticsQuantum mechanicsNonlocal and gradient elasticity in micro/nano structuresForce Microscopy Techniques and ApplicationsMicrostructure and mechanical properties