Bayesian Prior Construction for Uncertainty Quantification in First-Principles Statistical Mechanics

Derick E. Ober, Sesha Sai Behara, Anton Van der Ven

First-principles statistical mechanics enables the prediction of thermodynamic and kinetic properties of materials, but is computationally expensive. Many approaches require surrog…