Paulina Portales Picazo

ML-RKIM: Physics-Informed Machine Learning for Reaction Kinetics Identification and Modeling

Kinetic processes play a central role in structural transformations across natural, engineered, and biological systems, ultimately determining their final properties. Traditional kinetic characterization methods are often time-consuming and resource-intensive, and require prior assumptions about the reaction mechanis...