Research Themes
Synthesis and Catalysis
Our research investigates sustainable and underexplored modes of chemical reactivity, with a focus on developing new catalytic strategies for efficient synthesis. We seek to design transformations that expand the boundaries of accessible chemical space while improving selectivity, efficiency, and environmental compatibility. By combining theoretical insight with data-informed discovery, we aim to identify general design principles that enable cleaner and more effective synthetic processes.
Reaction Mechanisms
Understanding how reactions work at a fundamental level is key to designing better chemistry. We study reaction mechanisms to reveal the pathways, intermediates, and energy landscapes that govern reactivity. By integrating theory and data, we uncover the principles behind sustainable and unconventional transformations.
Data Driven Chemistry
We leverage data science to accelerate discovery in synthesis and catalysis. By embedding mechanistic features directly into model design, we prioritize interpretability alongside predictive power. This approach helps uncover meaningful patterns in reactivity and guides the development of new, sustainable chemical transformations.
