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A web-based tool for rational screening of mutants libraries using ProSAR

 Magali Berland , Bernard Offmann , Isabelle André , Magali Remaud Simeon , Philippe Charton
Protein Engineering, Design and Selection, 2014, 27 (10), pp.375 - 381. ⟨10.1093/protein/gzu035⟩
Article dans une revue hal-01471908v1

ProSAR: Implementation and assessment of an approach based on a genetic algorithm towards directed evolution of enzymes

 Magali Berland , Philippe Charton , Magali Remaud Simeon , Bernard Offmann
Congrès annuel de la Société française de biochimie et biologie moléculaire, Oct 2011, Ax-les-Thermes, France. , 2011
Poster de conférence hal-01188016v1

Flux prediction using artificial neural network (ANN) for the upper part of glycolysis

 Anamya Ajjolli Nagaraja , Nicolas Fontaine , Mathieu Delsaut , Philippe Charton , Cedric Damour , et al.
PLoS ONE, 2019, 14 (5), pp.e0216178. ⟨10.1371/journal.pone.0216178⟩
Article dans une revue hal-04337801v1

Clustering of Solar Irradiance

 Miloud Bessafi , Francisco de A.T. de Carvalho , Philippe Charton , Mathieu Delsaut , Patrick Jeanty , et al.
European Conference on Data Analysis, University of Luxembourg, Jul 2013, Luxembourg, Luxembourg
Communication dans un congrès hal-00944874v1

A new method for spectral characterization of protein families from sequence information using Fourier Transform

 Magali Berland , Bernard Offmann , Isabelle André , Magali Remaud Simeon , Philippe Charton
8th IAPR International Conference on Pattern Recognition in Bioinformatics, Jun 2013, Nice, France. , 2013
Poster de conférence hal-01187204v1

Prediction of enzyme activity: Implementation of the ProSAR method and assessment on experimental dataset from different sources

 Magali Berland , Bernard Offmann , Isabelle André , Magali Remaud Simeon , Philippe Charton
2nd symposium Protein Engineering for Biocatalysis, Aug 2012, Greifswald, Germany. , 2012
Poster de conférence hal-01188006v1
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Identification of flux checkpoints in a metabolic pathway through white-box, grey-box and black-box modeling approaches

 Ophélie Lo-Thong , Philippe Charton , Xavier F Cadet , Brigitte Grondin-Perez , Emma Saavedra , et al.
Scientific Reports, 2020, 10 (1), pp.13446. ⟨10.1038/s41598-020-70295-5⟩
Article dans une revue inserm-02946468v1
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Non-linearity of Metabolic Pathways Critically Influences the Choice of Machine Learning Model

 Ophélie Lo-Thong-Viramoutou , Philippe Charton , Xavier F Cadet , Brigitte Grondin-Perez , Emma Saavedra , et al.
Frontiers in Artificial Intelligence, 2022, 5, pp.744755. ⟨10.3389/frai.2022.744755⟩
Article dans une revue hal-03874401v1
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Classification des journées en fonction des radiations solaires sur l'île de la Réunion

 Miloud Bessafi , Francisco de A.T. de Carvahlo , Philippe Charton , Mathieu Delsaut , Thierry Despeyroux , et al.
45e journées de la Statistique, SfDS, May 2013, Toulouse, France
Communication dans un congrès hal-00916915v1

Clustering of Solar Irradiance

 Miloud Bessafi , Francisco de A.T. de Carvalho , Philippe Charton , Mathieu Delsaut , Thierry Despeyroux , et al.
Data Science, Learning by Latent Structures, and Knowledge Discovery, Springer, Berlin, Heidelberg, pp.43-53, 2015, Studies in Classification, Data Analysis, and Knowledge Organization, 978-3-662-44983-7. ⟨10.1007/978-3-662-44983-7_4⟩
Chapitre d'ouvrage hal-01713085v1

Flux prediction using artificial neural network (ANN) for the upper part of glycolysis

 Anamya Ajjolli Nagaraja , Nicolas Fontaine , Mathieu Delsaut , Philippe Charton , Cedric Damour , et al.
PLoS ONE, 2019, 14 (5), pp.e0216178. ⟨10.1371/journal.pone.0216178⟩
Article dans une revue hal-04521461v1

Clustering daily solar radiation from reunion island using data analysis methods

 Patrick Jeanty , Mathieu Delsaut , Lionel Trovalet , Henri Ralambondrainy , J.D. Lan-Sun-Luk , et al.
International Conference on Renewable Energies and Power Quality (ICREPQ’13), Mar 2013, Bilbao, Spain. pp.n.c., ⟨10.24084/repqj11.340⟩
Communication dans un congrès hal-01202276v1
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Flux prediction using artificial neural network (ANN) for the upper part of glycolysis

 Anamya Ajjolli Nagaraja , Nicolas Fontaine , Mathieu Delsaut , Philippe Charton , Cedric Damour , et al.
PLoS ONE, 2019, 14 (5), pp.e0216178. ⟨10.1371/journal.pone.0216178⟩
Article dans une revue inserm-02196731v1
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A Machine Learning Approach for Efficient Selection of Enzyme Concentrations and Its Application for Flux Optimization

 Anamya Ajjolli Nagaraja , Philippe Charton , Xavier F Cadet , Nicolas Fontaine , Mathieu Delsaut , et al.
Catalysts, 2020, Novel Enzyme and Whole-Cell Biocatalysts, 10 (3), pp.291. ⟨10.3390/catal10030291⟩
Article dans une revue hal-02509044v1
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