3 papers
cond-mat.soft2026
Fluctuation-Dissipation Framework for Size-Dependent Surface Tension
Sergii Burian, Yevhenii Shportun, Liudmyla Klochko +3
The size-dependent liquid-vapor surface tension controls phase change, wetting, and transport at nanoscales, yet its first curvature correction, the Tolman length, remains difficul…
cs.LG2024
Transfer Learning for Deep Learning-based Prediction of Lattice Thermal Conductivity
L. Klochko, M. d'Aquin, A. Togo +1
Machine learning promises to accelerate the material discovery by enabling high-throughput prediction of desirable macro-properties from atomic-level descriptors or structures. How…
cond-mat.soft2024
Features of the Contact Angle Hysteresis at the Nanoscale: A Molecular Dynamics Insight
Viktor Mandrolko, Guillaume Castanet, Sergii Burian +4
Understanding the physics of a three-phase contact line between gas, liquid, and solid is important for numerous applications. At the macroscale, the three-phase contact line respo…