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Fergus Boyles

Orcid: 0000-0002-4185-1229

According to our database1, Fergus Boyles authored at least 4 papers between 2020 and 2025.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
Robustly interrogating machine learning-based scoring functions: what are they learning?
[BibTeX]
[DOI]
Guy Durant
,
Fergus Boyles
,
Kristian Birchall
,
Brian D. Marsden
,
Charlotte M. Deane
Bioinform., 2025

2024
The future of machine learning for small-molecule drug discovery will be driven by data.
[BibTeX]
[DOI]
Guy Durant
,
Fergus Boyles
,
Kristian Birchall
,
Charlotte M. Deane
Nat. Comput. Sci., October, 2024

2022
Learning from Docked Ligands: Ligand-Based Features Rescue Structure-Based Scoring Functions When Trained on Docked Poses.
[BibTeX]
[DOI]
Fergus Boyles
,
Charlotte M. Deane
,
Garrett M. Morris
J. Chem. Inf. Model., 2022

2020
Learning from the ligand: using ligand-based features to improve binding affinity prediction.
[BibTeX]
[DOI]
Fergus Boyles
,
Charlotte M. Deane
,
Garrett M. Morris
Bioinform., 2020


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