Mariano Nicolás Cruz Bournazou

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 11

Top Venues

CoRR

Comput. Chem. Eng.

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

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)
Tim Forster, Daniel Vázquez, Mariano Nicolás Cruz Bournazou, Alessandro Butté, Gonzalo Guillén-Gosálbez
Modeling of bioprocesses via MINLP-based symbolic regression of S-system formalisms. Comput. Chem. Eng. 170 (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)
Clemens Hutter, Moritz von Stosch, Mariano Nicolás Cruz Bournazou, Alessandro Butté
Knowledge transfer across cell lines using Hybrid Gaussian Process models with entity embedding vectors. CoRR (2020)
Tilman Barz, Diana C. López C., Mariano Nicolás Cruz Bournazou, Stefan Körkel, Sebastian F. Walter
Real-time adaptive input design for the determination of competitive adsorption isotherms in liquid chromatography. Comput. Chem. Eng. 94 (2016)
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)

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Publication Activity (10 Years)

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Mariano Nicolás Cruz Bournazou