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Mehmet Akdel
Mehmet Akdel
Senior AI Scientist, VantAI
Verified email at vant.ai
Title
Cited by
Cited by
Year
A structural biology community assessment of AlphaFold2 applications
M Akdel, DEV Pires, EP Pardo, J Jänes, AO Zalevsky, B Mészáros, ...
Nature Structural & Molecular Biology 29 (11), 1056-1067, 2022
3632022
PanTools: representation, storage and exploration of pan-genomic data
S Sheikhizadeh, ME Schranz, M Akdel, D de Ridder, S Smit
Bioinformatics 32 (17), i487-i493, 2016
712016
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
Caretta–a multiple protein structure alignment and feature extraction suite
M Akdel, J Durairaj, D de Ridder, ADJ van Dijk
Computational and structural biotechnology journal 18, 981-992, 2020
362020
Geometricus represents protein structures as shape-mers derived from moment invariants
J Durairaj, M Akdel, D de Ridder, ADJ van Dijk
Bioinformatics 36 (Supplement_2), i718-i725, 2020
302020
Uncovering new families and folds in the natural protein universe
J Durairaj, AM Waterhouse, T Mets, T Brodiazhenko, M Abdullah, ...
Nature 622 (7983), 646-653, 2023
222023
What is hidden in the darkness? Deep-learning assisted large-scale protein family curation uncovers novel protein families and folds
J Durairaj, AM Waterhouse, T Mets, T Brodiazhenko, M Abdullah, ...
bioRxiv, 2023.03. 14.532539, 2023
72023
A structural biology community assessment of AlphaFold 2 applications. bioRxiv. 2021; 2021.2009. 2026.461876
M Akdel, DEV Pires, E Porta Pardo, J Jänes, AO Zalevsky, B Mészáros, ...
DOI 10 (2021.09), 26.461876, 0
5
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
What is hidden in the darkness? Characterization of AlphaFold structural space
J Durairaj, J Pereira, M Akdel, T Schwede
bioRxiv, 2022.10. 11.511548, 2022
32022
Fast and adaptive protein structure representations for machine learning
J Durairaj, M Akdel, D Ridder, ADJ Dijk
bioRxiv, 2021.04. 07.438777, 2021
32021
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
OptiDiff: structural variation detection from single optical mapping reads
M Akdel, D de Ridder
BioRxiv, 2022.01. 08.475501, 2022
12022
Signal-based optical map alignment
M Akdel, H Van De Geest, E Schijlen, IMH Van Rijswijck, EJ Smid, ...
Plos one 16 (9), e0253102, 2021
12021
DiffMaSIF: Score-Based Diffusion Models for Protein Surfaces
F Sverrisson, M Akdel, D Abramson, J Feydy, A Goncearenco, Y Adeshina, ...
2023
Algorithms for biological sequence data
M Akdel
PQDT-Global, 2022
2022
Representation of Eukaryotic Pangenomes in a Graph Database
M Akdel
2015
Structure-Based Machine Learning to Investigate Specificity in Plant Sesquiterpene Synthases
J Durairaj, M Akdel, J Beekwilder, D de Ridder, ADJ van Dijk
Plant and Animal Genome XXIX Conference (January 8-12, 2022), 0
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Articles 1–19