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Constantin Schneider
Constantin Schneider
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DLAB: deep learning methods for structure-based virtual screening of antibodies
C Schneider, A Buchanan, B Taddese, CM Deane
Bioinformatics 38 (2), 377-383, 2022
662022
SAbDab in the age of biotherapeutics: updates including SAbDab-nano, the nanobody structure tracker
C Schneider, MIJ Raybould, CM Deane
Nucleic acids research 50 (D1), D1368-D1372, 2022
642022
Epitope profiling using computational structural modelling demonstrated on coronavirus-binding antibodies
SA Robinson, MIJ Raybould, C Schneider, WK Wong, C Marks, ...
PLoS computational biology 17 (12), e1009675, 2021
332021
Epitope profiling of coronavirus-binding antibodies using computational structural modelling
SA Robinson, MIJ Raybould, C Schneider, WK Wong, C Marks, ...
bioRxiv, 2021.04. 12.439478, 2021
82021
Investigating the Volume and Diversity of Data Needed for Generalizable Antibody-Antigen ΔΔG Prediction
AM Hummer, C Schneider, L Chinery, CM Deane
bioRxiv, 2023.05. 17.541222, 2023
72023
Inverse folding for antibody sequence design using deep learning
FA Dreyer, D Cutting, C Schneider, H Kenlay, CM Deane
arXiv preprint arXiv:2310.19513, 2023
22023
Deep learning algorithms for predicting association between antibody sequence, structure, and antibody properties
CC Schneider
University of Oxford, 2021
22021
Towards the accurate modelling of antibody-antigen complexes from sequence using machine learning and information-driven docking
M Giulini, C Schneider, D Cutting, N Desai, C Deane, AMJJ Bonvin
bioRxiv, 2023.11. 17.567543, 2023
12023
De novo design of antibody heavy chains with SE (3) diffusion
FA Dreyer, D Cutting, D Errington, C Schneider, C Deane
NeurIPS 2023 Workshop on New Frontiers of AI for Drug Discovery and Development, 2023
2023
Epitope profiling of coronavirus-binding antibodies using computational structural modelling (preprint)
SA Robinson, MIJ Raybould, C Marks, C Schneider, WK Wong, ...
2021
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Artiklar 1–10