Martin F. Luna

Hybrid‐EKF: Hybrid model coupled with extended Kalman filter for real‐time monitoring and control of mammalian cell culture

Harini Narayanan, Lars Behle, Martin F. Luna et al. · Biotechnology and Bioengineering · 2020 · 79 citations

Hybrid Models for the simulation and prediction of chromatographic processes for protein capture

Harini Narayanan, Tobias Seidler, Martin F. Luna et al. · Journal of Chromatography A · 2021 · 69 citations

Chromatographic Processes, Biochemistry, Protein Folding +13

Hybrid Models Based on Machine Learning and an Increasing Degree of Process Knowledge: Application to Capture Chromatographic Step

Harini Narayanan, Martin F. Luna, Michael Sokolov et al. · Industrial & Engineering Chemistry Research · 2021 · 48 citations

Combining Mechanistic Modeling and Raman Spectroscopy for Monitoring Antibody Chromatographic Purification

Fabian Feidl, Simone Garbellini, Martin F. Luna et al. · Processes · 2019 · 44 citations · Full text

Engineering, Surface-enhanced Raman Scattering, Spectrochemical Analysis +21

Hybrid Models Based on Machine Learning and an Increasing Degree of Process Knowledge: Application to Cell Culture Processes

Harini Narayanan, Martin F. Luna, Michael Sokolov et al. · Industrial & Engineering Chemistry Research · 2022 · 38 citations

Engineering, Machine Learning, Modeling Method +18