Hybrid modeling supported development of an industrial small-molecule flow chemistry process

A hybrid neural network‐first principles approach to process modeling

Dimitris C. Psichogios, Lyle Ungar · AIChE Journal · 1992 · 954 citations

Engineering, Chemical Engineering, Systems Engineering +17

Hybrid semi-parametric modeling in process systems engineering: Past, present and future

Moritz von Stosch, Rui Oliveira, J. Peres et al. · Computers & Chemical Engineering · 2013 · 469 citations · Full text

Engineering, Chemical Engineering, Systems Engineering +14

Recent trends on hybrid modeling for Industry 4.0

Joel Sansana, Mark N. Joswiak, Iván Castillo et al. · Computers & Chemical Engineering · 2021 · 273 citations

Engineering, Industrial Engineering, Manufacturing Engineering +14

Hybrid modeling as a QbD/PAT tool in process development: an industrial E. coli case study

Moritz von Stosch, Jan‐Martijn Hamelink, Rui Oliveira · Bioprocess and Biosystems Engineering · 2016 · 112 citations · Full text

Life Sciences, Bioengineering, Biotechnology +17

Hybrid modeling for quality by design and PAT‐benefits and challenges of applications in biopharmaceutical industry

Moritz von Stosch, Steven Davy, Kjell François et al. · Biotechnology Journal · 2014 · 102 citations

Pharmacy, Pharmaceutical Analysis, Drug Design +11