Constantin Schneider

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Assessing interaction recovery of predicted protein-ligand poses.
J. Cheminformatics
David Errington, Constantin Schneider, Cédric Bouysset, Frédéric A. Dreyer
2025 J jnl
Investigating the volume and diversity of data needed for generalizable antibody-antigen ΔΔG prediction.
Nat. Comput. Sci.
Alissa M. Hummer, Constantin Schneider, Lewis Chinery, Charlotte M. Deane
2025 J jnl
Transformers trained on proteins can learn to attend to Euclidean distance.
CoRR
Isaac Ellmen, Constantin Schneider, Matthew I. J. Raybould, Charlotte M. Deane
2025 J jnl
Transformers trained on proteins can learn to attend to Euclidean distance.
Trans. Mach. Learn. Res.
Isaac Ellmen, Constantin Schneider, Matthew I. J. Raybould, Charlotte M. Deane
2024 J jnl
Assessing interaction recovery of predicted protein-ligand poses.
CoRR
David Errington, Constantin Schneider, Cédric Bouysset, Frédéric A. Dreyer
2024 J jnl
De novo antibody design with SE(3) diffusion.
CoRR
Daniel Cutting, Frédéric A. Dreyer, David Errington, Constantin Schneider, Charlotte M. Deane
2024 J jnl
Towards the accurate modelling of antibody-antigen complexes from sequence using machine learning and information-driven docking.
Bioinform.
Marco Giulini, Constantin Schneider, Daniel Cutting, Nikita Desai, Charlotte M. Deane, Alexandre M. J. J. Bonvin
2023 J jnl
Inverse folding for antibody sequence design using deep learning.
CoRR
Frédéric A. Dreyer, Daniel Cutting, Constantin Schneider, Henry Kenlay, Charlotte M. Deane
2022 J jnl
DLAB: deep learning methods for structure-based virtual screening of antibodies.
Bioinform.
Constantin Schneider, Andrew Buchanan, Bruck Taddese, Charlotte M. Deane
2022 J jnl
SAbDab in the age of biotherapeutics: updates including SAbDab-nano, the nanobody structure tracker.
Nucleic Acids Res.
Constantin Schneider, Matthew I. J. Raybould, Charlotte M. Deane
2021 J jnl
Epitope profiling using computational structural modelling demonstrated on coronavirus-binding antibodies.
PLoS Comput. Biol.
Sarah A. Robinson, Matthew I. J. Raybould, Constantin Schneider, Wing Ki Wong, Claire Marks, Charlotte M. Deane