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David T. Jones

University College London
University of Warwick
Francis Crick Institute

278

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39621

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Deep learning identifies brain structures that predict cognition and explain heterogeneity in cognitive aging.

2022 NeuroImage
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Differentiable molecular simulation can learn all the parameters in a coarse-grained force field for proteins.

2021 PLOS ONE
- Joe G Greener
- David T. Jones
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Using AlphaFold for Rapid and Accurate Fixed Backbone Protein Design

2021 bioRxiv
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Ultrafast end-to-end protein structure prediction enables high-throughput exploration of uncharacterised proteins

2021 bioRxiv
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Citations (7)
Increasing the Accuracy of Single Sequence Prediction Methods Using a Deep Semi-Supervised Learning Framework.

2021 Bioinformatics
- Lewis Moffat
- David T. Jones
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A guide to machine learning for biologists.

2021 Nature Reviews Molecular Cell Biology
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The Genome3D Consortium for Structural Annotations of Selected Model Organisms.

2020 Methods of Molecular Biology
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Improved protein structure prediction using potentials from deep learning

2020 Nature
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Citations (1053)
Deep learning-based prediction of protein structure using learned representations of multiple sequence alignments

2020 bioRxiv
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A Deep Semi-Supervised Framework for Accurate Modelling of Orphan Sequences

2020 bioRxiv
- Lewis Moffat
- David T. Jones
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Citations (1)