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physics.chem-ph2026
Molecular dynamics simulation of high slip flow of water confined between graphene nanochannels at experimentally accessible strain rates
Carmelo Civello, Luca Maffioli, Edward Smith +4
The transient time correlation function method (TTCF) has emerged as a powerful methodology for accurately probing systems at low shear rates. In the present study, TTCF was used t…
physics.flu-dyn2026
An Interpretable Convolutional Neural Network Framework for Fluid Dynamics
Kwame Agyei-Baah, Muhammad Rizwanur Rahman, E. R. Smith
Modelling fluid dynamics with machine learning (ML) has advanced rapidly, yet most data driven approaches remain opaque because they rely on complex architectures to capture nonlin…