Postdoctoral research associates
Dr Anna Bachs Herrera
Funded by the EPSRC and joint supervised by Prof. Antoine Buchard

Anna graduated from Universitat Rovira i Virgili in 2018 with a degree in Chemistry, followed by a Master’s degree in Chemical Engineering in 2021 from Universitat Politècnica de Catalunya. In 2024, she obtained her PhD in Chemistry from Swansea University and joined the Grayson group and Buchard group later that year as a research associate in computational chemistry. In her free time, Anna enjoys knitting, baking, walking, listening to and playing music, and occasionally writing fiction.
PhD and MRes students
Toby Lewis-Atwell
4th year PhD student funded by ART-AI

Toby is a 1st year PhD student in the ART-AI CDT. In 2021, Toby graduated from the University of Bath with an MChem degree in Chemistry. In his third year, Toby received The Oxford University Press Prize for Achievement in Chemistry for receiving the highest marks of his cohort, and in this final year Toby received The RW Bolland Prize for The Final Year Student with the Highest Marks in Master of Chemistry. Toby’s third year undergraduate project compared the performance of force fields in the conformational searching of organic molecules and this work lead to the publication of a literature review and a research paper. His master’s project focussed on the application of machine learning models to the prediction of reaction activation barriers, and Toby has also published a literature review on work in this area. Toby’s current research is focused on the interpretation of deep learning models and methods for extracting the underlying functional forms that these models have learned. In his spare time Toby writes bad C code on his 2004 Dell Inspiron.
Ferdie Krammer
4th year PhD student funded by ART-AI and University of Bath in collaboration with AstraZeneca

Ferdie graduated from Imperial College London in 2021 with an MSc in Chemistry with Molecular Physics. Whilst there he completed a summer project under the supervision of Prof. Don Craig in the synthesis of novel molecules from L-leucine via 1,2,3,4-tetrahydropyridines. In his final year project under the supervision of Prof. Alexei Kornyshev, he investigated the potential use of hyperbolic metamaterials in electrochemical photonics so as to allow the multiple systems to be combined. Outside of chemistry Ferdie enjoys climbing and generally being outdoors.
James Proudfoot
3rd year PhD student funded by ART-AI

James worked with Toby and Sam on a summer project with the group as an undergraduate, before graduating with a Masters in Natural Sciences from the University in Cambridge in 2022. He has since joined the Grayson group through the ART-AI CDT at Bath. Outside of work James enjoys cooking, walking dogs, running and art, and has started learning poker by playing with Elliot and Sam.
Atro Autio
3rd year PhD student funded by the EPSRC

Atro is a PhD student with a particular interest in computational chemistry. Outside of chemistry, Atro enjoys running, cooking and powerlifting.
Niamh Lamin
3rd year PhD student funded by the University of Bath

Niamh graduated from Lancaster University in 2021 with an undergraduate degree in Natural Sciences, followed by a Statistics MSc. Outside of research, she enjoys walking, reading and a bit of folk dancing.
Miles Pemberton
2nd year PhD student funded by ART-AI and AstraZeneca

Miles graduated from the University of Nottingham in 2021 with an MSci in Chemistry, completing his final year project exploring the structure of molecules under strong magnetic fields. During his time at Nottingham, Miles was awarded a prestigious Ficken Scholarship and Kipping Award for outstanding academic achievement, and also completed an international study year at the University of Melbourne, Australia. After graduating, Miles joined AstraZeneca as a scientist on the R&D Graduate Programme and worked on several projects including in computational organic chemistry and machine learning for drug discovery. Miles’ current research involves combining machine learning and quantum chemical methods to better understand chemical reactivity, with a particular focus on pharmaceutical applications. Outside of chemistry, Miles is a passionate advocate for education and youth development, having worked closely with youth leadership organisation One Young World and social mobility charity Career Ready during his time at Bath.
Hannah Mulgrew
MRes student funded by the CSCT CDT
Undergraduate and summer project students
Matt Watson
MChem project student

Matt is in his final year of his MChem chemistry course at the University of Bath. His third year and final year projects have both been with the Grayson group, supervised by Miles, in which they have focused on using machine learning to improve SQM calculated energies to DFT level quality. Outside of Chemistry, Matt enjoys watching films and tv, playing guitar and going to the gym.
Former Group members
Postdoctoral research associates
Dr Elliot Farrar (2022-2024)
PhD students
Elliot Farrar (2018-2022)
Piers Townsend (2018-2022)
Sam Espley (2020-2024)
Charlie Cavens (2021-2025, joint supervised by Dr Ruth Webster)
Sam Allsop (2021-2025)
Undergraduate and summer project students
2024-25
Matt Watson (MChem project student)
2023-24
Alex Sommerville (MSci project student)
Anna Colling (BSc project student)
Marcus Brend (summer project student)
Asmita Niyogi (summer project student funded by the RSC)
2022-23
Frank Baugh (summer project student funded by the RSC)
Marcus Brend (summer project student funded by the RSC)
Rudy Berman (summer project student)
Atro Autio (MChem project student, winner of the prize for best computational undergraduate research project)
Kate Willis-Fisher (MChem project student)
Anna Dillon (BSc project student)
2021-22
Atro Autio (MChem and summer project student funded by the RSC)
Hattie Goff (MChem project student)
James West (MChem project student)
2020-21
James Proudfoot (summer project student funded by the RSC)
Matteo Bruschi (summer project student)
Ivan Man (MChem and summer project student)
James West (MChem project student)
Toby Lewis-Atwell (MChem and summer project student)
2019-20
Abin Punnoose (MChem project student)
Angus Keto (MChem project student)
Isabel Baddeley (BSc Natural Sciences project student)
Toby Lewis-Atwell (MChem and summer project student)
2018-19
Jaffer Zaidi (summer project student)
Carrie Fielden (MSc in Drug Discovery summer project student)
Monica Smith (MChem project student)
Connor Wallis (MSci Natural Sciences project student)
Connor Smieja (MChem project student, winner of the Buchanan prize for best organic undergraduate research project)