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Thomas D Barrett
Researcher, N/A, Ellison Institute of Technology
Joined
February 2020
Names
Thomas D Barrett
(Preferred)
,
Thomas D. Barrett
Emails
****@gmail.com
(Confirmed)
,
****@physics.ox.ac.uk
(Confirmed)
,
****@instadeep.com
(Confirmed)
,
****@eit.org
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
N/A,
Ellison Institute of Technology
(eit.org)
2025
–
Present
Researcher
N/A,
InstaDeep
(instadeep.com)
2021
–
2025
Postdoc
Physics,
University of Oxford
(ox.ac.uk)
2018
–
2020
PhD student
Physics,
University of Oxford
(ox.ac.uk)
2014
–
2018
Advisors, Relations & Conflicts
Coauthor
Robin Quessard
2020
–
2020
Postdoc Advisor
Alex Lvovsky
2019
–
2020
Coauthor
William Clements
2019
–
2020
Expertise
Protein structure
Present
Generative AI for Biology
Present
Meta-learning
2021
–
Present
Combinatorial optimization
2019
–
Present
Reinforcement Learning
2019
–
Present
Publications
Protein sequence modelling with Bayesian flow networks
Timothy Atkinson
,
Thomas D Barrett
,
Scott Alexander Cameron
,
Bora Guloglu
,
Matthew Greenig
,
Charlie B. Tan
,
Louis Robinson
,
Alex Graves
,
Liviu Copoiu
,
Alexandre Laterre
Nature Communications
Readers:
Everyone
Memory-Enhanced Neural Solvers for Routing Problems
Felix Chalumeau
,
Refiloe Shabe
,
Noah De Nicola
,
Arnu Pretorius
,
Thomas D Barrett
,
Nathan Grinsztajn
NeurIPS 2025 spotlight
Readers:
Everyone
Learning the Language of Protein Structure
Jérémie DONA
,
Benoit Gaujac
,
Timothy Atkinson
,
Liviu Copoiu
,
Thomas Pierrot
,
Thomas D Barrett
Accepted by TMLR
Readers:
Everyone
Memory-Enhanced Neural Solvers for Efficient Adaptation in Combinatorial Optimization
Felix Chalumeau
,
Refiloe Shabe
,
Noah De Nicola
,
Arnu Pretorius
,
Thomas D Barrett
,
Nathan Grinsztajn
Submitted to ICLR 2025
Readers:
Everyone
Metalic: Meta-Learning In-Context with Protein Language Models
Jacob Beck
,
Shikha Surana
,
Manus McAuliffe
,
Oliver Bent
,
Thomas D Barrett
,
Juan Jose Garau-Luis
,
Paul Duckworth
ICLR 2025 Poster
Readers:
Everyone
Learning the Language of Protein Structure
Jérémie DONA
,
Benoit Gaujac
,
Timothy Atkinson
,
Thomas PIERROT
,
Thomas D Barrett
Submitted to ICLR 2025
Readers:
Everyone
Metalic: Meta-Learning In-Context with Protein Language Models
Jacob Beck
,
Shikha Surana
,
Manus McAuliffe
,
Oliver Bent
,
Thomas D Barrett
,
Juan Jose Garau-Luis
,
Paul Duckworth
Neurips 2024 Workshop FM4Science Poster
Readers:
Everyone
BoostMD: Accelerated Molecular Sampling Leveraging ML Force Field Features
Lars Leon Schaaf
,
Ilyes Batatia
,
Jules Tilly
,
Thomas D Barrett
D3S3 2024 Poster
Readers:
Everyone
Overconfident Oracles: Limitations of In Silico Sequence Design Benchmarking
Shikha Surana
,
Nathan Grinsztajn
,
Timothy Atkinson
,
Paul Duckworth
,
Thomas D Barrett
ICML2024-AI4Science Spotlight
Readers:
Everyone
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs
Andries Petrus Smit
,
Nathan Grinsztajn
,
Paul Duckworth
,
Thomas D Barrett
,
Arnu Pretorius
ICML 2024 Poster
Readers:
Everyone
View all 32 publications
Co-Authors
A. I. Lvovsky
Aleksei Malyshev
Alex Graves
Alexandre Laterre
Amelia Villegas-Morcillo
Andries Petrus Smit
Arnu Pretorius
Arthur Flajolet
Benoit Gaujac
Bora Guloglu
Charlie B. Tan
Christopher W. F. Parsonson
Christopher William Falke Parsonson
Clément Bonnet
Daniel Furelos-Blanco
David Admète
Elia Saquand
Felix Chalumeau
Ian Davies
Ilyes Batatia
Jacob Beck
Jakob N. Foerster
Juan Jose Garau-Luis
Jules Tilly
Jérémie DONA
View all 49 co-authors