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.

Explore our research

Research Program

Core research areas

Research Question 01

Electronic structure and emergent reactivity

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

Research Question 02

Stability and decomposition

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

Crosscutting Effort

Machine-learned interatomic potentials

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