Automated chemical exploration
Methods for exploring molecular structures, reaction pathways and complex chemical spaces with less manual bias.
Computational chemistry · molecular discovery
Professor and computational chemist
The research programme I guide focuses on automated chemical exploration, molecular discovery and carefully validated scientific machine learning. I also write about teaching, universities and academic life.
Our research sits where chemical reasoning, computation and scientific practice meet. The methods matter, but the scientific question comes first.
Methods for exploring molecular structures, reaction pathways and complex chemical spaces with less manual bias.
Machine-learning systems that remain interpretable, chemically grounded and useful beyond benchmark performance.
Teaching, research culture, university governance and the institutional conditions under which knowledge is produced.
This site holds my perspective and writing. Group research, software and official records each have their own place.
Research programme, people, projects, publications and opportunities.
Scientific software, datasets, documentation and active development.
The official institutional record of my position, teaching and academic work.
Notes and essays on computational chemistry, scientific machine learning, research practice, education and institutions.
The first essays are being prepared.
For publications, identifiers and professional connections, use the source most appropriate to what you are looking for.