Fields of Activity / Competences
- Machine learning methods in process engineering
- Simulation and optimization of bioprocesses
A collection of publications by Marco Baldan in the Fraunhofer-Publica
Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
---|---|---|
2024 | Continuous Synthesis of Diazo Acetonitrile: From Experiments to Physical and Grey‐Box Modeling Baldan, Marco; Blauth, Sebastian; Boskovic, Dusan; Leithäuser, Christian; Mendl, Alexander; Radulescu, Ligia Johanna; Schwarzer, Maud; Wegner, Heinrich; Bortz, Michael |
Zeitschriftenaufsatz Journal Article |
2024 | Multi‐Criteria Shape Optimization of Flow Fields for Electrochemical Cells Blauth, Sebastian; Baldan, Marco; Osterroth, Sebastian; Leithäuser, Christian; Apfel, Ulf-Peter; Kleinhaus, Julian; Pellumbi, Kevinjeorjios; Siegmund, Daniel; Steiner, Konrad; Bortz, Michael |
Zeitschriftenaufsatz Journal Article |
2023 | Real‐Time Interactive Navigation on Input‐Output Data Sets in Chemical Processes Baldan, Marco; Ludl, Patrick Otto; Süss, Philipp; Schack, Dominik; Schmidt, Robin; Bortz, Michael |
Zeitschriftenaufsatz Journal Article |
2023 | Simulation and optimization of nutrient uptake and biomass formation using a multi-parameter Monod-type model of tobacco BY-2 cell suspension cultures in a stirred-tank bioreactor Nausch, Henrik; Baldan, Marco; Teichert, Katrin; Lutz, Jannik; Claussen, Carsten; Bortz, Michael; Buyel, Johannes |
Zeitschriftenaufsatz Journal Article |
2023 | Physics-Informed Neural Networks for Inverse Electromagnetic Problems Baldan, Marco; Barba, Paolo di; Lowther, David A. |
Zeitschriftenaufsatz Journal Article |
2022 | Discovering Pareto-Optimal Magnetic-Design Solutions via a Generative Adversarial Network Baldan, Marco; Barba , Paolo Di |
Zeitschriftenaufsatz Journal Article |
2022 | Physics- Informed Neural Networks for Inverse Electromagnetic Problems Baldan, Marco; Barba, Paolo di; Lowther, David A. |
Konferenzbeitrag Conference Paper |
2021 | Magnetic properties identification by using a bi-objective optimal multi-fidelity neural network Baldan, Marco; Barba, Paolo di; Nacke, Berard |
Zeitschriftenaufsatz Journal Article |