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Jules Leguy
Jules Leguy
Verified email at univ-angers.fr - Homepage
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Cited by
Year
Dataset’s chemical diversity limits the generalizability of machine learning predictions
M Glavatskikh, J Leguy, G Hunault, T Cauchy, B Da Mota
Journal of Cheminformatics 11, 1-15, 2019
942019
EvoMol: a flexible and interpretable evolutionary algorithm for unbiased de novo molecular generation
J Leguy, T Cauchy, M Glavatskikh, B Duval, B Da Mota
Journal of cheminformatics 12, 1-19, 2020
532020
MixONat, a Software for the Dereplication of Mixtures Based on 13C NMR Spectroscopy
A Bruguière, S Derbré, J Dietsch, J Leguy, V Rahier, Q Pottier, D Bréard, ...
Analytical Chemistry 92 (13), 8793-8801, 2020
422020
Scalable estimator of the diversity for de novo molecular generation resulting in a more robust QM dataset (OD9) and a more efficient molecular optimization
J Leguy, M Glavatskikh, T Cauchy, B Da Mota
Journal of cheminformatics 13, 1-17, 2021
152021
13C-NMR dereplication of medicinal plant extracts using a home-made software
A Bruguière, S Derbré, J Dietsch, J Leguy, V Rahier, Q Pottier, F Saubion, ...
Planta Medica 85 (18), P-087, 2019
22019
Machine learning in prediction of DFT-derived geometries and energies.
M Glavatskikh, J Leguy, B Da Mota, T Cauchy
Journées Scientifiques SCF-BPL 2019, 2019
22019
Des réseaux de neurones pour prédire des distances interatomiques extraites d’une base de données ouverte de calculs en chimie quantique
J Leguy, T Cauchy, B Duval, B Da Mota
Extraction et Gestion des connaissances, EGC, 2019
22019
Definition and exploration of realistic chemical spaces using the connectivity and cyclic features of ChEMBL and ZINC
T Cauchy, J Leguy, B Da Mota
Digital Discovery 2 (3), 736-747, 2023
12023
Matrix free laser desorption ionization coupled to ion mobility spectrometry mass spectrometry: A powerful tool for the differentiation of natural isomers and molecular networking
M Meunier, M Haack, D Awad, T Brück, K Awang, M Litaudon, ...
Manon MEUNIER, 318, 2023
2023
Recherche combinatoire guidée par apprentissage artificiel en chimie moléculaire
J Leguy
Université d'Angers, 2022
2022
Predicting Interatomic Distances of Molecular Quantum Chemistry Calculations
J Leguy, T Cauchy, B Duval, B Da Mota
Advances in Knowledge Discovery and Management: Volume 9, 159-174, 2022
2022
Génération d’explications contre-factuelles pour la chimie moléculaire
J Leguy, B Garreau, T Cauchy, B Duval, B da Mota
Workshop EXPLAIN'AI hosted at EGC 2022, 2022
2022
Goal-directed generation of new molecules by AI methods
J Leguy, T Cauchy, B Duval, B Da Mota
Computational and Data-Driven Chemistry Using Artificial Intelligence, 39-67, 2022
2022
Surrogate-Based Black-Box Optimization Method for Costly Molecular Properties
J Leguy, B Duval, B Da Mota, T Cauchy
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021
2021
MixONat, a Software for the Dereplication of Mixtures Based on ¹³C NMR Spectroscopy
A Bruguière, S Derbré, J Dietsch, J Leguy, V Rahier, Q Pottier, D Bréard, ...
2020
Anti-ageing NPs: screening and identification in mixtures using 13C-NMR.
S Derbré, L Séro, A Bruguière, P Blanchard, J Leguy, V Rahier, Q Pottier, ...
4th International Symposium: Analytical Chemistry Research & Development and …, 2019
2019
MixONat: Assistance aux analyses déréplicatives par RMN-13C
S Derbré, A Bruguière, J Dietsch, J Leguy, V Rahier, D Bréard, ...
Journée Scientifique Biogenouest «Du phénome au métabolome», 2019
2019
13C-NMR dereplication of complex mixtures using a custom software
A Bruguière, S Derbré, J Dietsch, J Leguy, V Rahier, Q Pottier, F Saubion, ...
Journées de l’école doctorale EGAAL, 2019
2019
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