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20232025
most citedBayesian inference of composition-dependent phase diagrams

7 citations · 8 across the 5 of their papers we have counts for

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cond-mat.mtrl-sci2025★ 1 cited

Automated Prediction of Thermodynamic Properties via Bayesian Free-Energy Reconstruction from Molecular Dynamics

Ekaterina Spirande, Timofei Miryashkin, Andrei Kolmakov +1

Accurate free-energy calculations are essential for predicting thermodynamic properties and phase stability, but existing methods are limited: phonon-based approaches neglect anhar…

cond-mat.mtrl-sci2025

Clarifying the Ti-V Phase Diagram Using First-Principles Calculations and Bayesian Learning

Timofei Miryashkin, Olga Klimanova, Alexander Shapeev

Conflicting experiments disagree on whether the titanium-vanadium (Ti-V) binary alloy exhibits a body-centred cubic (BCC) miscibility gap or remains completely soluble. A leading h…