Daniel Zavala-Ortiz

Interest of locally weighted regression to overcome nonlinear effects during in situ NIR monitoring of CHO cell culture parameters and antibody glycosylation

Daniel Zavala-Ortiz, Bruno Ebel, Mengyao Li et al. · Biotechnology Progress · 2019 · 43 citations · Full text

Life Sciences, Biochemistry, Molecular Biology +17

Comparison of partial least square, artificial neural network, and support vector regressions for real‐time monitoring of CHO cell culture processes using in situ near‐infrared spectroscopy

Daniel Zavala-Ortiz, Aurélia Denner, María Guadalupe Aguilar‐Uscanga et al. · Biotechnology and Bioengineering · 2021 · 32 citations · Full text

Life Sciences, Bioengineering, Biotechnology +17

Support Vector and Locally Weighted regressions to monitor monoclonal antibody glycosylation during CHO cell culture processes, an enhanced alternative to Partial Least Squares regression

Daniel Zavala-Ortiz, Bruno Ebel, Mengyao Li et al. · Biochemical Engineering Journal · 2019 · 17 citations · Full text

Life Sciences, Biochemistry, Immunology +14