Neubauer, Peter

1. When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development
   2022/09/02 by Nghia Duong‐Trung, Duong-Trung, Nghia, Stefan Born +21 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Viral Infectious Diseases and Gene Expression in Insects
2. Model predictive control and moving horizon estimation for adaptive optimal bolus feeding in high-throughput cultivation of E. coli
   2022/03/14 by Jong Woo Kim, Kim, Jong Woo, Niels Krausch +11 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Control Systems Optimization #FOS: Biological sciences #FOS: Electrical engineering #Microbial Metabolic Engineering and Bioproduction #Quantitative Methods (q-bio.QM) #Systems and Control (eess.SY) #Viral Infectious Diseases and Gene Expression in Insects #electronic engineering #information engineering
3. Deep Learning for Fast Inference of Mechanistic Models' Parameters
   2023/12/05 by M. Borisyak, Borisyak, Maxim, Stefan Born +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #Viral Infectious Diseases and Gene Expression in Insects
4. Data Augmentation Scheme for Raman Spectra with Highly Correlated Annotations
   2024/02/01 by Christoph Lange, Isabel Thiele, Lange, Christoph +11 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #Spectroscopy Techniques in Biomedical and Chemical Research #Spectroscopy and Chemometric Analyses #Time Series Analysis and Forecasting
5. Deep learning adaptive Model Predictive Control of Fed-Batch Cultivations
   2025/02/03 by Krausch, Niels, Doff-Sotta, Martin, Cannon, Mark +2 · 1 citation
   #FOS: Mathematics #Optimization and Control (math.OC)