Author

Léon Faure

AgroParisTechORCID 0000-0002-3918-2791Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:machine learning (classical)· 2 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Organism:E. coli· 1 Assay:metabolomics· 1 Organism:mouse· 1 Research Focus:software / tool· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Jean‐Loup FauloniD· 2 shared Ali Yazdizadeh KharraziiD· 1 shared Amir PandiiD· 1 shared Bastien MolletiD· 1 shared Charles Moritz· 1 shared Christoph DiehliD· 1 shared David Adam· 1 shared Elizaveta BobkovaiD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersSystems Biology

Jean‐Loup FaulonORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Systems BiologyNature CommunicationsPeer-reviewedAug 3, 2023

A neural-mechanistic hybrid approach improving the predictive power of genome-scale metabolic models

Léon Faure, Bastien Mollet, Wolfram Liebermeister, Jean‐Loup Faulon

This paper introduces a hybrid neural-mechanistic model that improves phenotype predictions for microorganisms by combining machine learning with constraint-based metabolic models.

93 citationstop 1%

E. colimouse

𝕏 PostBluesky

Synthetic BiologyNature CommunicationsPeer-reviewedJul 5, 2022

A versatile active learning workflow for optimization of genetic and metabolic networks

Amir Pandi, Christoph Diehl, Ali Yazdizadeh Kharrazi…·Tobias J. Erb

The paper introduces METIS, an active learning workflow for optimizing genetic and metabolic networks, demonstrating significant improvements in efficiency with minimal experiments.

142 citationstop 1%

machine learning (classical)benchmarking

𝕏 PostBluesky