Browsing Research Publications by Subject "Molecular dynamics"

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Applications of molecular dynamics in asphalt pavement mixture studies

Wan, H; Chu, L; Fwa, TF [Conference-Full-text]

The rapid development of high-performance computing facilities and techniques in recent years has made molecular dynamics (MD) a feasible tool for studying the behaviors of asphalt mixtures under various operating ...
Characterizing fracture stress of defective graphene samples using shallow and deep artificial neural networks

Dewapriya, MAN; Rajapakse, RKND; Dias, WPS [Article-Full-text]

Advanced machine learning methods could be useful to obtain novel insights into some challenging nanomechanical problems. In this work, we employed artificial neural networks to predict the fracture stress of defective ...
A molecular dynamics study of thermal conductivity and viscosity in colloidal suspensions: From well-dispersed nanoparticles to nanoparticle aggregates

Somarathna, C; Samaraweera, N; Jayasekara, S; Perera, K [Article-Full-text]

This study investigates the microscopic transport behavior of nanofluids addressing some debatable points including the anomalous thermal conductivity ( ), against the predictions of classical effective medium theories. ...

Now showing items 1-3 of 3

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