Reconstructing Kinetic Models for Dynamical Studies of Metabolism using Generative Adversarial Networks.

Choudhury, Subham; Moret, Michael; Salvy, Pierre; Weilandt, Daniel; Hatzimanikatis, Vassily; Miskovic, Ljubisa.

Afiliação

Choudhury S; Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
Moret M; Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
Salvy P; Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
Weilandt D; Present Address: Cambrium GmBH, Berlin, Germany.
Hatzimanikatis V; Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
Miskovic L; Present Address: Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ USA.

Nat Mach Intell ; 4(8): 710-719, 2022.

Article em En | MEDLINE | ID: mdl-37790987