default author photo

Peter Neubauer

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

446

TOTAL CITATIONS

0

Scholarly Papers (6)

Actions:
Email selected abstracts
1.

Deep Learning for Raman Spectroscopy: Benchmarking Models for Upstream Bioprocess Monitoring

Downloads 220 (346,707)

Deep Learning for Raman Spectroscopy: Benchmarking Models for Upstream Bioprocess Monitoring

Number of pages: 30 Posted: 02 May 2025
Christoph Lange, Madeline Altmann, Daniel Stors, Simon Seidel, Kyle Moynahan, Linda Cai, Stefan Born, Peter Neubauer and Nicolas Cruz Bournazou
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technische Universitaet Berlin
Downloads 113 (629,668)

Abstract:

Loading...

Raman spectroscopy, Deep Learning, Upstream Bioprocessing, Gradient Boosted Trees, Partial least squares

Deep Learning for Raman Spectroscopy: Benchmarking Models for Upstream Bioprocess Monitoring

Number of pages: 29 Posted: 25 Apr 2025
Christoph Lange, Madeline Altmann, Daniel Stors, Simon Seidel, Kyle Moynahan, Linda Cai, Stefan Born, Peter Neubauer and Nicolas Cruz Bournazou
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technische Universitaet Berlin
Downloads 107 (658,807)

Abstract:

Loading...

Raman Spectroscopy, Deep learning, Upstream Bioprocessing, Gradient Boosted Trees, Partial Least Squares

2.

Automated regression of bioreactor models using a Bayesian approach for the operation of robotic platforms

Number of pages: 37 Posted: 08 Jan 2025
Martín Luna, Federico Mione, Lucas Kaspersetz, Peter Neubauer, Ernesto Carlos Martinez and Nicolas Cruz Bournazou
INGAR-CONICET-Avellaneda, INGAR-CONICET-Avellaneda, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technische Universitaet Berlin
Downloads 71 (867,774)

Abstract:

Loading...

Variational Bayesian Inference, Bioprocess modelling, Robotic platform, Laboratory Automation

3.

A Workflow Management System for Reproducible and Interoperable High-Throughput Self-Driving Experiments

Number of pages: 38 Posted: 08 Feb 2024
Federico Mione, Lucas Kaspersetz, Martín Luna, Judit Aizpuru, Randolf Scholz, Maxim Borisyak, Annina Kemmer, Marie Therese Schermeyer, Ernesto Carlos Martinez, Peter Neubauer and Nicolas Cruz Bournazou
INGAR-CONICET-Avellaneda, affiliation not provided to SSRN, INGAR-CONICET-Avellaneda, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Technische Universitaet Berlin
Downloads 59 (970,490)

Abstract:

Loading...

FAIR data, high-throughput bioprocess development, reproducibility crisis, self-driving experimentation, workflow automation

4.

Effect of Phase-Separation and Thin-Slurry Recirculation on Flexible Biogas Production from Maize Silage and Bedding Straw

Number of pages: 23 Posted: 05 Feb 2025
Eike Janesch, Peter Neubauer and Stefan Junne
affiliation not provided to SSRN, affiliation not provided to SSRN and Aalborg University - Department of Chemistry and Bioscience
Downloads 36 (1,236,159)

Abstract:

Loading...

two-stage anaerobic digestion, hydrolysis, Methanogenesis, recalcitrant feedstock, cell fasting

5.

The Value of Liquid Phase Gradient Monitoring in a Plug-Flow Digester

Number of pages: 26 Posted: 21 Aug 2023
Marion Longis, Joana Carvalho Pereira, Tobias Kaiser, Peter Neubauer and Stefan Junne
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Aalborg University - Department of Chemistry and Bioscience
Downloads 34 (1,263,436)

Abstract:

Loading...

anaerobic digestion, plug-flow reactor, gradient formation, process monitoring, conductivity, pH-value

6.

Membrane-Free Dissolved Hydrogen Monitoring in a Two-Stage Anaerobic Digestion Process

Number of pages: 37 Posted: 06 Sep 2023
Eike Janesch, Rodrigo Retamal Marín, Anja Lemoine, Wolfram Oelßner, Jens Zosel, Michael Mertig, Peter Neubauer and Stefan Junne
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Aalborg University - Department of Chemistry and Bioscience
Downloads 26 (1,372,601)

Abstract:

Loading...

Anaerobic digestion, online monitoring, dissolved hydrogen, membrane-free extraction, metal-oxide sensor