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Janani Durairaj
Janani Durairaj
Verified email at unibas.ch
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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, 1-12, 2022
3582022
An analysis of characterized plant sesquiterpene synthases
J Durairaj, A Di Girolamo, HJ Bouwmeester, D De Ridder, J Beekwilder, ...
Phytochemistry 158, 157-165, 2019
572019
Artificial intelligence for natural product drug discovery
MW Mullowney, KR Duncan, SS Elsayed, N Garg, JJJ van der Hooft, ...
Nature Reviews Drug Discovery 22 (11), 895-916, 2023
412023
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
352020
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
27*2023
Maize resistance to witchweed through changes in strigolactone biosynthesis
C Li, L Dong, J Durairaj, JC Guan, M Yoshimura, P Quinodoz, R Horber, ...
Science 379 (6627), 94-99, 2023
252023
New prediction categories in CASP15
A Kryshtafovych, M Antczak, M Szachniuk, T Zok, RC Kretsch, R Rangan, ...
Proteins: Structure, Function, and Bioinformatics, 2023
222023
The tomato cytochrome P450 CYP712G1 catalyses the double oxidation of orobanchol en route to the rhizosphere signalling strigolactone, solanacol
Y Wang, J Durairaj, HG Suarez Duran, R van Velzen, K Flokova, CY Liao, ...
New Phytologist 235 (5), 1884-1899, 2022
202022
The santalene synthase from Cinnamomum camphora: Reconstruction of a sesquiterpene synthase from a monoterpene synthase
A Di Girolamo, J Durairaj, A van Houwelingen, F Verstappen, D Bosch, ...
Archives of Biochemistry and Biophysics 695, 108647, 2020
142020
Integrating structure-based machine learning and co-evolution to investigate specificity in plant sesquiterpene synthases
J Durairaj, E Melillo, HJ Bouwmeester, J Beekwilder, D de Ridder, ...
PLOS Computational Biology 17 (3), e1008197, 2021
122021
Assessment of protein–ligand complexes in CASP15
X Robin, G Studer, J Durairaj, J Eberhardt, T Schwede, WP Walters
Proteins: Structure, Function, and Bioinformatics 91 (12), 1811-1821, 2023
82023
Protein target highlights in CASP15: Analysis of models by structure providers
LT Alexander, J Durairaj, A Kryshtafovych, LA Abriata, Y Bayo, G Bhabha, ...
Proteins: Structure, Function, and Bioinformatics 91 (12), 1571-1599, 2023
82023
Embedding-based alignment: combining protein language models with dynamic programming alignment to detect structural similarities in the twilight-zone
L Pantolini, G Studer, J Pereira, J Durairaj, G Tauriello, T Schwede
Bioinformatics, btad786, 2024
6*2024
Beyond sequence: Structure-based machine learning
J Durairaj, D de Ridder, ADJ van Dijk
Computational and Structural Biotechnology Journal 21, 630-643, 2023
62023
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
Automated benchmarking of combined protein structure and ligand conformation prediction
M Leemann, A Sagasta, J Eberhardt, T Schwede, X Robin, J Durairaj
Proteins: Structure, Function, and Bioinformatics, 2023
2*2023
Tunable and Portable Extreme-Scale Drug Discovery Platform at Exascale: the LIGATE Approach
G Palermo, G Accordi, D Gadioli, E Vitali, C Silvano, B Guindani, ...
arXiv preprint arXiv:2304.09953, 2023
22023
How predicted protein models help to illuminate the full protein universe
J Pereira, J Durairaj, L Pantolini, G Studer, X Robin, A Waterhouse, ...
Acta Crystallographica Section A: Foundations of Crystallography 78, a76-a76, 2023
2023
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