7 citations · 10 across the 6 of their papers we have counts for
3 papers · 1 filter
Data-driven and Physics Informed Modelling of Chinese Hamster Ovary Cell Bioreactors
Tianqi Cui, Tom S. Bertalan, Nelson Ndahiro +4
Fed-batch culture is an established operation mode for the production of biologics using mammalian cell cultures. Quantitative modeling integrates both kinetics for some key reacti…
Some of the variables, some of the parameters, some of the times, with some physics known: Identification with partial information
Saurabh Malani, Tom S. Bertalan, Tianqi Cui +3
Experimental data is often comprised of variables measured independently, at different sampling rates (non-uniform t between successive measurements); and at a specific time poi…
Implementation and (Inverse Modified) Error Analysis for implicitly-templated ODE-nets
Aiqing Zhu, Tom Bertalan, Beibei Zhu +2
We focus on learning unknown dynamics from data using ODE-nets templated on implicit numerical initial value problem solvers. First, we perform Inverse Modified error analysis of t…