Peter Neubauer

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 10

Top Topics

Mass Spectrometry Data

Model Predictive Control

Workflow Management

Top Venues

Comput. Chem. Eng.

Living Machines

Publications

Federico Mione, Lucas Kaspersetz, Martin F. Luna, Judit Aizpuru, Randolf Scholz, Maxim Borisyak, Annina Karolin Kemmer, Marie-Therese Schermeyer, Ernesto C. Martínez, Peter Neubauer, Mariano Nicolás Cruz Bournazou
A workflow management system for reproducible and interoperable high-throughput self-driving experiments. Comput. Chem. Eng. 187 (2024)
Christoph Lange, Isabel Thiele, Lara Santolin, Sebastian L. Riedel, Maxim Borisyak, Peter Neubauer, Mariano Nicolás Cruz Bournazou
Data Augmentation Scheme for Raman Spectra with Highly Correlated Annotations. CoRR (2024)
Jong Woo Kim, Niels Krausch, Judit Aizpuru, Tilman Barz, Sergio Lucia, Peter Neubauer, Mariano Nicolás Cruz Bournazou
. Comput. Chem. Eng. 172 (2023)
Maxim Borisyak, Stefan Born, Peter Neubauer, Mariano Nicolás Cruz Bournazou
Deep Learning for Fast Inference of Mechanistic Models' Parameters. CoRR (2023)
Maxim Borisyak, Stefan Born, Peter Neubauer, Mariano Nicolás Cruz Bournazou
Deep Set Neural Networks for forecasting asynchronous bioprocess timeseries. CoRR (2023)
Eric Watz, Peter Neubauer, Ramona Shires, Jeremy May
Precision Learning ThroughData Intelligence. HCI (34) (2023)
Jong Woo Kim, Niels Krausch, Judit Aizpuru, Tilman Barz, Sergio Lucia, Peter Neubauer, Mariano Nicolás Cruz Bournazou
Model predictive control and moving horizon estimation for adaptive optimal bolus feeding in high-throughput cultivation of E. coli. CoRR (2022)
Nghia Duong-Trung, Stefan Born, Jong Woo Kim, Marie-Therese Schermeyer, Katharina Paulick, Maxim Borisyak, Ernesto Martinez, Mariano Nicolás Cruz Bournazou, Thorben Werner, Randolf Scholz, Lars Schmidt-Thieme, Peter Neubauer
When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development. CoRR (2022)
Judit Aizpuru, Annina Karolin Kemmer, Jong Woo Kim, Stefan Born, Peter Neubauer, Mariano Nicolás Cruz Bournazou, Tilman Barz
Fitting nonlinear models to continuous oxygen data with oscillatory signal variations via a loss based on DynamicTime Warping. CoRR (2021)
Moonsung Cho, Klaus Affeld, Peter Neubauer, Ingo Rechenberg
Spiders' Ballooning Flight as a Model for the Exploration of Hazardous Atmospheric Weather Conditions. Living Machines (2018)
Renzo Angles, Peter A. Boncz, Josep Lluís Larriba-Pey, Irini Fundulaki, Thomas Neumann, Orri Erling, Peter Neubauer, Norbert Martínez-Bazan, Venelin Kotsev, Ioan Toma
The linked data benchmark council: a graph and RDF industry benchmarking effort. SIGMOD Rec. 43 (1) (2014)
Juan Antonio Delgado San Martín, Mariano Nicolás Cruz Bournazou, Peter Neubauer, Tilman Barz
Mixed integer optimal control of an intermittently aerated sequencing batch reactor for wastewater treatment. Comput. Chem. Eng. 71 (2014)
Marko A. Rodriguez, Peter Neubauer
A path algebra for multi-relational graphs. ICDE Workshops (2011)
Ulf Michael Widenius, Michael Keith, Patrick Linskey, Robert Greene, Leon Guzenda, Peter Neubauer
Keynote Panel "New and Old Data Stores". ICOODB (2010)
Marko A. Rodriguez, Peter Neubauer
A Path Algebra for Multi-Relational Graphs CoRR (2010)
Marko A. Rodriguez, Peter Neubauer
Constructions from Dots and Lines CoRR (2010)
Marko A. Rodriguez, Peter Neubauer
The Graph Traversal Pattern CoRR (2010)