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cond-mat.mtrl-sci2026

Microscopic origin of polytype-dependent melting in SiC revealed by machine-learning molecular dynamics

Ljiljana Stojanović, Samuel J. Magorrian, Lara Kabalan +3

Predicting how crystal structure influences high-temperature stability remains a key challenge in materials modelling and design. Silicon carbide (SiC), one of the most thermally a…

cond-mat.mtrl-sci2025

Computational tuning of the elastic properties of low- and high-entropy ultra-high temperature ceramics

Samuel J. Magorrian, Ljiljana Stojanović, Lara Kabalan +4

Ultra-high temperature ceramics (UHTCs) represent a class of crystalline materials for extreme environments. They can withstand extremely high temperatures but are mechanically dif…

cond-mat.mtrl-sci2025

Electronic structure of the interface between Au and WSe2

Laxman Nagireddy, Samuel J. Magorrian, Matthew D. Watson +5

Understanding the interface between metals and two-dimensional materials is critical for their application in electronics and for the development of metal-mediated exfoliation of l…

cond-mat.mtrl-sci2024

Strong atomic reconstruction in twisted bilayers of highly flexible InSe: Machine-Learned Interatomic Potential and continuum model approaches

Samuel J. Magorrian, Anas Siddiqui, Nicholas D. M. Hine

The relaxation of atomic positions to their optimal structural arrangement is crucial for understanding the emergence of new physical behavior in long scale superstructures in twis…

cond-mat.mtrl-sci2024

Strain-dependent one-dimensional confinement channels in twisted bilayer 1T-WTe

Samuel J. Magorrian, Nicholas D. M. Hine

The low symmetry and anistropic lattice of 1T WTe is responsible for the existence of parallel one-dimensional channels in the moiré patterns of twisted bilayers. This give…