Probing Anharmonic Lattice Dynamics and Thermal Transport in Layered Perovskite LiYTiO4 Anode
Lin Zhang, Wen Liu, Mingquan He, Jun Huang

TL;DR
This study combines experimental and advanced theoretical methods to investigate the lattice dynamics and thermal transport in layered perovskite LiYTiO4, revealing its ultralow thermal conductivity and establishing a new computational framework.
Contribution
It introduces a neural evolution potential-based framework integrating temperature-dependent effective potential and Wigner thermal transport methods for accurate thermal property predictions.
Findings
Predicted room-temperature lattice thermal conductivity of 3.8 W/mK.
Measured thermal conductivity of 3.2 ± 0.08 W/mK, closely matching predictions.
Confirmed negligible impact of Li-ion mobility on heat conduction.
Abstract
Layered perovskite lithium yttrium titanate () has recently emerged as a promising low-potential, ultrahigh-rate intercalation-type anode material for lithium-ion batteries; however, its lattice dynamics and thermal transport properties remain poorly understood, limiting a complete evaluation of its practical potential. Here, we combine experimental measurements with theoretical modeling to systematically investigate the anharmonic lattice dynamics and heat transport in . We employ a neural evolution potential (NEP)-based framework that integrates the temperature-dependent effective potential method with the Wigner thermal transport (WTT) formalism, explicitly including both diagonal and off-diagonal terms of the heat-flux operator. Zero-temperature phonon calculations reveal dynamical instabilities associated with octahedral rotation, which are…
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Taxonomy
TopicsMachine Learning in Materials Science · Advanced Battery Materials and Technologies · Thermal Expansion and Ionic Conductivity
