Matt Grayson

Dr. Matt Grayson is a Senior Lecturer in the Department of Chemistry at the University of Bath, where he leads the Grayson Group within the Institute of Sustainability and Climate Change. His research program focuses on integrating computational methods with experimental chemistry to address challenges in sustainable synthesis and drug design.

Dr. Grayson received his academic training at the University of Cambridge, earning a Bachelor of Arts in Natural Sciences (2006-2009), followed by a Master of Natural Science in Chemistry (2009-2010), and completing his Doctor of Philosophy in Chemistry (2010-2014). He held prestigious postdoctoral positions including a Junior Research Fellowship at the University of Cambridge (2014-2018) and a Lindemann Trust Fellowship at UCLA (2015).

His research centers on the innovative application of machine learning and molecular modeling to solve problems in synthetic chemistry, catalysis, and toxicology. The Grayson Group develops computational approaches to predict chemical reactivity, design catalysts, and understand reaction mechanisms without requiring extensive experimental data or computationally expensive quantum mechanical calculations. Their work bridges the gap between theoretical predictions and practical synthetic applications, with particular emphasis on sustainable chemistry approaches that align with UN Sustainable Development Goals.

Analysis of Dr. Grayson's publication record reveals a clear trajectory toward increasingly sophisticated integration of machine learning techniques with computational chemistry. His recent work demonstrates expertise in developing data-efficient algorithms for reaction prediction, with particular focus on transition state modeling, catalytic reaction design, and applications in drug discovery and environmental toxicology. The research shows strong interdisciplinary connections between computational chemistry, artificial intelligence, and experimental organic synthesis.

Dr. Grayson has received several prestigious awards recognizing his contributions to the field:

• Royal Society of Chemistry's Analytical Science Horizon Prize: Sir George Stokes Prize (2025)
• Royal Society of Chemistry's Hickinbottom Prize for Organic Chemistry (2023)
• MGMS Frank Blaney Award (2023)
• University of Bath Doctoral Recognition Award (2021)

As an active supervisor, Dr. Grayson mentors numerous doctoral students and postdoctoral researchers, with several successful PhD completions to date. His research is supported by substantial funding from UK research councils including EPSRC, with multiple active projects totaling millions of pounds in research investment. The Grayson Group maintains strong industrial collaborations with pharmaceutical companies including AstraZeneca and academic partnerships across the UK and internationally.

The Grayson Group operates as a vibrant interdisciplinary research environment that brings together computational chemists, machine learning specialists, and synthetic organic chemists to tackle complex problems at the interface of these fields. The group regularly hosts visiting researchers, organizes workshops to foster collaboration between experimental and computational chemists, and maintains state-of-the-art computing resources for molecular modeling and machine learning applications.