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Luca Naef
Luca Naef
Chief Technology Officer, VantAI
Verified email at vant.ai - Homepage
Title
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Year
From sequence to function through structure: Deep learning for protein design
N Ferruz, M Heinzinger, M Akdel, A Goncearenco, L Naef, C Dallago
Computational and Structural Biotechnology Journal 21, 238-250, 2023
552023
Reinforcement Learning-Driven Linker Design via Fast Attention-based Point Cloud Alignment
RM Neeser, M Akdel, D Kovtun, L Naef
arXiv preprint arXiv:2306.08166, 2023
32023
Bending and Binding: Predicting Protein Flexibility upon Ligand Interaction using Diffusion Models
X Zhang, T Geffner, M McPartlon, M Akdel, D Abramson, G Holt, ...
NeurIPS 2023 Generative AI and Biology (GenBio) Workshop, 2023
22023
DiffMaSIF: Surface-based Protein-Protein Docking with Diffusion Models
F Sverrisson, M Akdel, D Abramson, J Feydy, A Goncearenco, Y Adeshina, ...
Machine Learning in Structural Biology workshop at NeurIPS 2023, 2023
12023
DiffMaSIF: Score-Based Diffusion Models for Protein Surfaces
F Sverrisson, M Akdel, D Abramson, J Feydy, A Goncearenco, Y Adeshina, ...
2023
Bridging Sequence and Structure: Latent Diffusion for Conditional Protein Generation
M McPartlon, C Marquet, T Geffner, D Kovtun, A Goncearenco, ...
2023
LATENTDOCK: Protein-Protein Docking with Latent Diffusion
M McPartlon, C Marquet, T Geffner, D Kovtun, A Goncearenco, ...
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