Constantin Schneider

According to our database, Constantin Schneider authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Assessing interaction recovery of predicted protein-ligand poses.

David Errington, Constantin Schneider, Cédric Bouysset, Frédéric A. Dreyer

J. Cheminformatics, December, 2025

Investigating the volume and diversity of data needed for generalizable antibody-antigen ΔΔG prediction.

Alissa M. Hummer, Constantin Schneider, Lewis Chinery, Charlotte M. Deane

Nat. Comput. Sci., August, 2025

Transformers trained on proteins can learn to attend to Euclidean distance.

Isaac Ellmen, Constantin Schneider, Matthew I. J. Raybould, Charlotte M. Deane

Trans. Mach. Learn. Res., 2025

<i>De Novo</i> Antibody Design with SE(3) Diffusion.

Daniel Cutting, Frédéric A. Dreyer, David Errington, Constantin Schneider, Charlotte M. Deane

J. Comput. Biol., 2025

2024

De novo antibody design with SE(3) diffusion.

Daniel Cutting, Frédéric A. Dreyer, David Errington, Constantin Schneider, Charlotte M. Deane

CoRR, 2024

Towards the accurate modelling of antibody-antigen complexes from sequence using machine learning and information-driven docking.

Marco Giulini, Constantin Schneider, Daniel Cutting, Nikita Desai, Charlotte M. Deane, Alexandre M. J. J. Bonvin

Bioinform., 2024

2023

Inverse folding for antibody sequence design using deep learning.

Frédéric A. Dreyer, Daniel Cutting, Constantin Schneider, Henry Kenlay, Charlotte M. Deane

CoRR, 2023

2022

SAbDab in the age of biotherapeutics: updates including SAbDab-nano, the nanobody structure tracker.

Constantin Schneider, Matthew I. J. Raybould, Charlotte M. Deane

Nucleic Acids Res., 2022

DLAB: deep learning methods for structure-based virtual screening of antibodies.

Constantin Schneider, Andrew Buchanan, Bruck Taddese, Charlotte M. Deane

Bioinform., 2022

2021

Epitope profiling using computational structural modelling demonstrated on coronavirus-binding antibodies.

Sarah A. Robinson, Matthew I. J. Raybould, Constantin Schneider, Wing Ki Wong, Claire Marks, Charlotte M. Deane

PLoS Comput. Biol., 2021