Chemical engineer and scientist working on physics-informed neural networks, neural ODEs, and uncertainty quantification for reaction kinetics and dynamical systems.
Ph.D. from Georgia Tech (Medford Group)
Forward PINNs · known rates
Inverse PINNs · unknown physical parameters
Example: kinetics-informed neural networks (KINNs) for A ⇌ B ⇌ C.
KINNs repository · Interactive playground · Publications







