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ACS Applied Materials & Interfaces
2026
18
33
45294-45303
Beyond the quasiparticle approximation: Fully self-consistent
Physical Review B
2018
98
15
Anharmonic Lattice Dynamics in Sodium Ion Conductors
The Journal of Physical Chemistry Letters
2022
13
25
5938-5945
Temperature-transferable tight-binding model using a hybrid-orbital basis
The Journal of Chemical Physics
2024
160
13
Delta Machine Learning for Predicting Dielectric Properties and Raman Spectra
The Journal of Physical Chemistry C
2024
128
15
6464-6470
Disentangling the effects of structure and lone-pair electrons in the lattice dynamics of halide perovskites
Nature Communications
2024
15
1
The Critical Role of Anharmonic Lattice Dynamics for Macroscopic Properties of the Visible Light Absorbing Nitride Semiconductor CuTaN 2
Advanced Energy Materials
2024
14
19
Rapid Characterization of Point Defects in Solid-State Ion Conductors Using Raman Spectroscopy, Machine-Learning Force Fields, and Atomic Raman Tensors
Journal of the American Chemical Society
2024
146
39
26863-26876
Accurate description of ion migration in solid-state ion conductors from machine-learning molecular dynamics
Journal of Materials Chemistry A
2024
12
19
11344-11361
Machine learning accelerates Raman computations from molecular dynamics for materials science
The Journal of Chemical Physics
2025
163
12