Philippe Charton - Publications, H-index & Citations

Back

Philippe Charton

institut national de la sante et de la recherche medicale (inserm)

7H-index

23Paper Count

260Citation Count

Published Papers 5

Publication Date

Metabolic Fluxes Using Deep Learning Based on Enzyme Variations: Application to Glycolysis in Entamoeba histolytica

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

IF4.9

2024-12-13

OAAI

Oulia, Freddy; Charton, Philippe; Lo-Thong-Viramoutou, Ophelie; Acevedo-Rocha, Carlos G.; Damour, Cedric; Cadet, Frederic

Save

Non-linearity of Metabolic Pathways Critically Influences the Choice of Machine Learning Model

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2022-06-10

OAAI

Lo-Thong-Viramoutou, Ophelie; Charton, Philippe; Cadet, Xavier F. F.; Grondin-Perez, Brigitte; Saavedra, Emma; Damour, Cedric; Cadet, Frederic

Save

Identification of flux checkpoints in a metabolic pathway through white-box, grey-box and black-box modeling approaches

SCIENTIFIC REPORTS

IF3.9

2020-08-10

OAAI

Lo-Thong, Ophelie; Charton, Philippe; Cadet, Xavier F.; Grondin-Perez, Brigitte; Saavedra, Emma; Damour, Cedric; Cadet, Frederic

Save

A Machine Learning Approach for Efficient Selection of Enzyme Concentrations and Its Application for Flux Optimization

CATALYSTS

IF4

2020-03-04

OAAI

Nagaraja, Anamya Ajjolli; Charton, Philippe; Cadet, Xavier F.; Fontaine, Nicolas; Delsaut, Mathieu; Wiltschi, Birgit; Voit, Alena; Offmann, Bernard; Damour, Cedric; Grondin-Perez, Brigitte; Cadet, Frederic

Save

Adaptive wavelet schemes for elliptic problems implementation and numerical experiments

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2001-01-01

PREAI

Barinka, A; Barsch, T; Charton, P; Cohen, A; Dahlke, S; Dahmen, W; Urban, K

Save

Research Directions