
Quantum Spectroscopy and Dynamics
We develop machine learning models to explore quantum light-matter interactions in molecules and nanoscale materials. Our research explores the space of material structures, photonic environments, and quantum properties of light to understand their influence on dynamics and optical responses. We use ML models to uncover novel physical mechanisms and identify the essential features governing light-matter interactions. Our goal is to guide the discovery and design of materials with tailored optical properties and functionalities for photonic and quantum technologies.
"It is nice to know that the computer understands the problem, but I would like to understand it too" -- E. Wigner