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Kieran Didi
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Biomolecular condensate phase diagrams with a combinatorial microdroplet platform
WE Arter, R Qi, NA Erkamp, G Krainer, K Didi, TJ Welsh, J Acker, ...
Nature Communications 13 (1), 7845, 2022
262022
Benchmarking Generated Poses: How Rational is Structure-based Drug Design with Generative Models?
C Harris, K Didi, AR Jamasb, CK Joshi, SV Mathis, P Lio, T Blundell
arXiv preprint arXiv:2308.07413, 2023
122023
Posecheck: Generative models for 3d structure-based drug design produce unrealistic poses
C Harris, K Didi, A Jamasb, C Joshi, S Mathis, P Lio, T Blundell
NeurIPS 2023 Generative AI and Biology (GenBio) Workshop, 2023
42023
Assessing antibody and nanobody nativeness for hit selection and humanization with AbNatiV
A Ramon, M Ali, M Atkinson, A Saturnino, K Didi, C Visentin, S Ricagno, ...
Nature Machine Intelligence, 1-18, 2024
32024
Evaluating representation learning on the protein structure universe
AR Jamasb, A Morehead, Z Zhang, CK Joshi, K Didi, SV Mathis, C Harris, ...
The twelfth international conference on learning representations, 2023
32023
Abnativ: vq-vae-based assessment of antibody and nanobody nativeness for engineering, selection, and computational design
A Ramon, A Saturnino, K Didi, M Greenig, P Sormanni
32023
High resolution and multidimensional protein condensate phase diagrams with a combinatorial microdroplet platform
WE Arter, R Qi, NA Erkamp, G Krainer, K Didi, TJ Welsh, J Acker, ...
bioRxiv, 2020.06. 04.132308, 2020
22020
A framework for conditional diffusion modelling with applications in motif scaffolding for protein design
K Didi, F Vargas, SV Mathis, V Dutordoir, E Mathieu, UJ Komorowska, ...
arXiv preprint arXiv:2312.09236, 2023
12023
AbNatiV: VQ-VAE-based assessment of antibody and nanobody nativeness for hit selection, humanisation, and engineering
A Ramon, M Ali, M Atkinson, A Saturnino, K Didi, C Visentin, S Ricagno, ...
bioRxiv, 2023.04. 28.538712, 2023
12023
High Resolution Biomolecular Condensate Phase Diagrams with a Combinatorial Microdroplet Platform
WE Arter, R Qi, NA Erkamp, G Krainer, K Didi, TJ Welsh, J Acker, ...
12020
Flexible Structure-based Design of Small Molecules with Equivariant Diffusion Models
A Schneuing, Y Du, C Harris, K Didi, A Jamasb, I Igashov, W Du, ...
PROTEIN SCIENCE 32 (12), 2023
2023
Modelling biology in novel ways-an AI-first course in Structural Bioinformatics
K Didi, C Harris, P Lio, R Beck
NeurIPS 2023 AI for Science Workshop, 2023
2023
Dynamics-Informed Protein Design with Structure Conditioning
UJ Komorowska, SV Mathis, K Didi, F Vargas, P Lio, M Jamnik
The Twelfth International Conference on Learning Representations, 2023
2023
Flexible Small-Molecule Design and Optimization with Equivariant Diffusion Models
C Harris, K Didi, A Schneuing, Y Du, AR Jamasb, MM Bronstein, ...
ICLR 2023-Machine Learning for Drug Discovery workshop, 2023
2023
BioModelsML: Building a FAIR and reproducible collection of machine learning models in life sciences and medicine for easy reuse
DD Tiwari, N Hoffmann, K Didi, S Deshpande, S Ghosh, TVN Nguyen, ...
bioRxiv, 2023.05. 22.540599, 2023
2023
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