Hands on program

* Final program available soon *

9.00–9.15	Welcome address
9.15–10.30	Hybrid modeling methods 1 (Introduction to hybrid modeling; Hybrid model structures; Identification methods; Indirect identification; sensitivities method; parameter estimation; cross-validation), Dr. Moritz v. Stosch and Prof. R. Oliveira
10.30-11.00	Coffee Break
11.00–12.00	Hybrid modeling methods 2 - The general bioreactor hybrid model; Deriving a bioreactor hybrid model for Escherichia coli, Dr. Moritz v. Stosch and Prof. R. Oliveira
12.00–13:00	Lunch
13.00–14.45	PARTICIPANTS PITCHING SESSION
14.45–15.45	Introduction to the hybrid modeling toolbox
15.45-16.15	Coffee Break
16.15–18.30	Hands on Hybrid modeling 1
18.30	Dinner and networking

9.00–10.30	Hybrid modeling methods 3 : Direct identification method; pruning methods hybrid model discrimination; bootstrap aggregation; prediction confidence intervals; Dr. Moritz v. Stosch and Prof. R. Oliveira
10.30-11.00	Coffee Break
11.00–12.00	Hybrid model quality monitoring by the experience measure method; Dynamic optimization – optimal control method constrained by hybrid model reliability; Dr. Moritz v. Stosch and Prof. R. Oliveira
12.00–13.00	Lunch
13.00–15.45	Hands on Hybrid modeling 2
15.45–16.15	Coffee Break
16.15-17.30	Hands on Hybrid modeling 3
17.30–18.15	Industrial applications of hybrid modeling
20.00	Sponsor Dinner