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

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

doi:10.1101/2022.01.06.475020

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

Subham Choudhury, View ORCID ProfileMichael Moret, View ORCID ProfilePierre Salvy, View ORCID ProfileDaniel Weilandt, View ORCID ProfileVassily Hatzimanikatis, View ORCID ProfileLjubisa Miskovic

doi: https://doi.org/10.1101/2022.01.06.475020

Subham Choudhury

1Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland

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Michael Moret

1Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland

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ORCID record for Michael Moret

Pierre Salvy

1Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland

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Daniel Weilandt

1Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland

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Vassily Hatzimanikatis

1Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland

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ORCID record for Vassily Hatzimanikatis
For correspondence: ljubisa.miskovic@epfl.ch vassily.hatzimanikatis@epfl.ch

Ljubisa Miskovic

1Laboratory of Computational Systems Biology (LCSB), Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland

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ORCID record for Ljubisa Miskovic
For correspondence: ljubisa.miskovic@epfl.ch vassily.hatzimanikatis@epfl.ch

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Posted January 11, 2022.

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

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

bioRxiv 2022.01.06.475020; doi: https://doi.org/10.1101/2022.01.06.475020

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

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

bioRxiv 2022.01.06.475020; doi: https://doi.org/10.1101/2022.01.06.475020

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