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Constantin Schneider
Constantin Schneider
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Cited by
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Year
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
652022
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
32023
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
22023
Deep learning algorithms for predicting association between antibody sequence, structure, and antibody properties
CC Schneider
University of Oxford, 2021
22021
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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