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Ruth M. Doherty

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Open access Sep 2026

Machine Learning for Thermodynamic States of Notional Nonideal Energetic Mixtures

Currently, modeling the thermodynamic states in the reaction zone of a detonating energetic mixture entails iteratively solving a set of coupled differential equations that require detailed material property information or models whose empirical parameters must be physically measured. For notional materials, solving...

Sangeeth Balakrishnan, Jesse C. Hearn, Francis G. VanGessel et al. · 0 citations

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