Publications of Liam Huber
All genres
Journal Article (7)
1.
Journal Article
14 (1), 7410 (2023)
Quantitative three-dimensional imaging of chemical short-range order via machine learning enhanced atom probe tomography. Nature Communications 2.
Journal Article
107, 104103 (2023)
Systematic atomic structure datasets for machine learning potentials: Application to defects in magnesium. Physical Review B 3.
Journal Article
Systematic Structure Datasets for Machine Learning Potentials: Application to Moment Tensor Potentials of Magnesium and its Defects. Condensed Matter: Materials Science (2022)
4.
Journal Article
105 (18), 184111 (2022)
Approximating the impact of nuclear quantum effects on thermodynamic properties of crystalline solids by temperature remapping. Physical Review B 5.
Journal Article
124 (10), 106102 (2020)
Interplay of Chemistry and Faceting at Grain Boundaries in a Model Al Alloy. Physical Review Letters 6.
Journal Article
4 (1), 64 (2018)
A machine learning approach to model solute grain boundary segregation. npj Computational Materials 7.
Journal Article
118, pp. 259 - 268 (2016)
A QM/MM approach for low-symmetry defects in metals. Computational Materials Science