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Bevan L. Cheeseman

Affiliations:
  • Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
  • TU Dresden, Germany (PhD 2018)


According to our database1, Bevan L. Cheeseman authored at least 6 papers between 2018 and 2025.

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

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2025
APR-CNN: Convolutional Neural Networks for the Adaptive Particle Representation of Large Microscopy Images.
[BibTeX]
[DOI]
Joel Jonsson
,
Bevan Leslie Cheeseman
,
Ivo F. Sbalzarini
Trans. Mach. Learn. Res., 2025

2022
Parallel Discrete Convolutions on Adaptive Particle Representations of Images.
[BibTeX]
[DOI]
Joel Jonsson
,
Bevan L. Cheeseman
,
Suryanarayana Maddu
,
Krzysztof Gonciarz
,
Ivo F. Sbalzarini
IEEE Trans. Image Process., 2022

2021
STENCIL-NET: Data-driven solution-adaptive discretization of partial differential equations.
[BibTeX]
[DOI]
Suryanarayana Maddu
,
Dominik Sturm
,
Bevan L. Cheeseman
,
Christian L. Müller
,
Ivo F. Sbalzarini
CoRR, 2021

2020
Learning physically consistent mathematical models from data using group sparsity.
[BibTeX]
[DOI]
Suryanarayana Maddu
,
Bevan L. Cheeseman
,
Christian L. Müller
,
Ivo F. Sbalzarini
CoRR, 2020

2019
Stability selection enables robust learning of partial differential equations from limited noisy data.
[BibTeX]
[DOI]
Suryanarayana Maddu
,
Bevan L. Cheeseman
,
Ivo F. Sbalzarini
,
Christian L. Müller
CoRR, 2019

2018
The Adaptive Particle Representation (APR) for Simple and Efficient Adaptive Resolution Processing, Storage and Simulations.
[BibTeX]
[DOI]
Bevan L. Cheeseman
PhD thesis, 2018


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