Rosen Research Group · Princeton University

Quantum-chemical engineering
and machine learning

We use quantum-mechanical simulations and machine learning to uncover the mechanisms governing reactivity and stability in solid-state materials.

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Research Program

Core research areas

Electronic structure and emergent reactivity

What new reaction chemistry becomes possible in materials with exotic electronic configurations?

Stability and decomposition

What governs the stability of a material and the series of reactions that lead to its decomposition?

Machine-learned interatomic potentials

We build datasets, benchmarks, models, and open-source software that make machine-learned interatomic potentials more reliable.