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Predicting industrial‐scale cell culture seed trains–A Bayesian framework for model fitting and parameter estimation, dealing with uncertainty in measurements and model parameters, applied to a nonlinear kinetic cell culture model, using an MCMC method

机译：预测工业规模的细胞培养种子列车 - 一种用于模型拟合和参数估计的贝叶斯框架，处理测量和模型参数的不确定性，使用MCMC方法应用于非线性动力学细胞培养模型

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作者
Tanja Hernández Rodríguez; Christoph Posch; Julia Schmutzhard; Josef Stettner; Claus Weihs; Ralf Pörtner; Björn Frahm;
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年度 2019
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入库时间 2022-08-20 22:26:30

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1. Predicting industrial-scale cell culture seed trains-A Bayesian framework for model fitting and parameter estimation, dealing with uncertainty in measurements and model parameters, applied to a nonlinear kinetic cell culture model, using an MCMC method [J] . Rodriguez Tanja Hernandez, Posch Christoph, Schmutzhard Julia, Biotechnology and Bioengineering . 2019,第11期

机译：预测工业规模的细胞培养种子列车 - 一种用于模型拟合和参数估计的贝叶斯框架，处理测量和模型参数的不确定性，使用MCMC方法应用于非线性动力学细胞培养模型
2. Dynamic parameter estimation and prediction over consecutive scales, based on moving horizon estimation: applied to an industrial cell culture seed train [J] . Hernandez Rodriguez Tanja, Posch Christoph, Poertner Ralf, Bioprocess and Biosystems Engineering . 2021,第4期

机译：基于移动地平线估计的连续比例的动态参数估计和预测：应用于产业细胞培养种子火车
3. Mammalian Cell Culture Process for Monoclonal Antibody Production: Nonlinear Modelling and Parameter Estimation [J] . Dan Selisteanu, Dorin Sendrescu, Vlad Georgeanu, BioMed research international . 2015,第3期

机译：单克隆抗体生产的哺乳动物细胞培养方法：非线性建模和参数估计
4. NOVEL MODELING METHODOLOGY TO PREDICT PRODUCT QUALITY AND CELL CULTURE PERFORMANCE IN FED-BATCH AND PERFUSION CULTURES [C] . Bassem Ben Yahia, Boris Gourevitch, Elmar Heinzle Cell culture engineering conference . 2018

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5. Applied Experimental Surface Chemistry at Solid-Liquid and Solid-Gas Interface: A UHV Study of Carbon Dioxide Sorption on Single and Composite Alkali and Alkaline Earth Metal (potassium modified magnesia) Films and Using Zeta Potential to Probe Surface Reaction Kinetics and Equilibrium on Mineral Surfaces in Liquid Media: Measurements, Modeling and Parameter Estimation. [D] . Faruqui, Danish. 2010

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6. Mammalian Cell Culture Process for Monoclonal Antibody Production: Nonlinear Modelling and Parameter Estimation [O] . Dan Selişteanu, Dorin Șendrescu, Vlad Georgeanu, -1

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7. Dynamic parameter estimation and prediction over consecutive scales, based on moving horizon estimation: applied to an industrial cell culture seed train [O] . Tanja Hernández Rodríguez, Christoph Posch, Ralf Pörtner, 2020

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8. Kinetic Model of Mammalian Cell Cultures and Fitting It to the Sp 2/0-Ag14 Culture [R] . Zhang, X., Visala, A., Halme, A. 1992

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Predicting industrial‐scale cell culture seed trains–A Bayesian framework for model fitting and parameter estimation, dealing with uncertainty in measurements and model parameters, applied to a nonlinear kinetic cell culture model, using an MCMC method

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