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James Rowbottom

According to our database1, James Rowbottom authored at least 10 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups.
[BibTeX]
[DOI]
Zakhar Shumaylov
,
Peter Zaika
,
James Rowbottom
,
Ferdia Sherry
,
Melanie Weber
,
Carola-Bibiane Schönlieb
CoRR, 2024

G-Adaptive mesh refinement - leveraging graph neural networks and differentiable finite element solvers.
[BibTeX]
[DOI]
James Rowbottom
,
Georg Maierhofer
,
Teo Deveney
,
Katharina Schratz
,
Pietro Liò
,
Carola-Bibiane Schönlieb
,
Chris J. Budd
CoRR, 2024

2023
Understanding convolution on graphs via energies.
[BibTeX]
[DOI]
Francesco Di Giovanni
,
James Rowbottom
,
Benjamin Paul Chamberlain
,
Thomas Markovich
,
Michael M. Bronstein
Trans. Mach. Learn. Res., 2023

2022
Equivariant Mesh Attention Networks.
[BibTeX]
[DOI]
Sourya Basu
,
Jose Gallego-Posada
,
Francesco Viganò
,
James Rowbottom
,
Taco Cohen
Trans. Mach. Learn. Res., 2022

Graph Neural Networks as Gradient Flows.
[BibTeX]
[DOI]
Francesco Di Giovanni
,
James Rowbottom
,
Benjamin Paul Chamberlain
,
Thomas Markovich
,
Michael M. Bronstein
CoRR, 2022

Graph-Coupled Oscillator Networks.
[BibTeX]
[DOI]
T. Konstantin Rusch
,
Ben Chamberlain
,
James Rowbottom
,
Siddhartha Mishra
,
Michael M. Bronstein
Proceedings of the International Conference on Machine Learning, 2022

2021
Beltrami Flow and Neural Diffusion on Graphs.
[BibTeX]
[DOI]
Ben Chamberlain
,
James Rowbottom
,
Davide Eynard
,
Francesco Di Giovanni
,
Xiaowen Dong
,
Michael M. Bronstein
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

GRAND: Graph Neural Diffusion.
[BibTeX]
[DOI]
Ben Chamberlain
,
James Rowbottom
,
Maria I. Gorinova
,
Michael M. Bronstein
,
Stefan Webb
,
Emanuele Rossi
Proceedings of the 38th International Conference on Machine Learning, 2021

2019
Wearable sensors for monitoring the physiological and biochemical profile of the athlete.
[BibTeX]
[DOI]
Dhruv R. Seshadri
,
Ryan T. Li
,
James E. Voos
,
James Rowbottom
,
Celeste M. Alfes
,
Christian A. Zorman
,
Colin K. Drummond
npj Digit. Medicine, 2019

Wearable sensors for monitoring the internal and external workload of the athlete.
[BibTeX]
[DOI]
Dhruv R. Seshadri
,
Ryan T. Li
,
James E. Voos
,
James Rowbottom
,
Celeste M. Alfes
,
Christian A. Zorman
,
Colin K. Drummond
npj Digit. Medicine, 2019


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