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Jonathan Parkinson
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 4
Top Topics
Deep Learning
Subcellular Localization
Physicochemical Properties
Gaussian Process
Top Venues
J. Chem. Inf. Model.
CoRR
Briefings Bioinform.
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Publications
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Young Su Ko
,
Jonathan Parkinson
,
Cong Liu
,
Wei Wang
TUnA: an uncertainty-aware transformer model for sequence-based protein-protein interaction prediction.
Briefings Bioinform.
25 (5) (2024)
Jonathan Parkinson
,
Wei Wang
Scalable Gaussian process regression enables accurate prediction of protein and small molecule properties with uncertainty quantitation.
CoRR
(2023)
Jonathan Parkinson
,
Wei Wang
Linear-Scaling Kernels for Protein Sequences and Small Molecules Outperform Deep Learning While Providing Uncertainty Quantitation and Improved Interpretability.
J. Chem. Inf. Model.
63 (15) (2023)
Jonathan Parkinson
,
Ryan Hard
,
Richard I. Ainsworth
,
Nan Li
,
Wei Wang
Engineering a Histone Reader Protein by Combining Directed Evolution, Sequencing, and Neural Network Based Ordinal Regression.
J. Chem. Inf. Model.
60 (8) (2020)