Publications of Luisa Peterson
All genres
Journal Article (1)
2024
Journal Article
184, 108643 (2024)
Challenges in data-based reactor modeling: A critical analysis of purely data-driven and hybrid models for a CSTR case study. Computers & Chemical Engineering Conference Paper (2)
2024
Conference Paper
Learning Reduced-Order Models for Dynamic CO2 Methanation using Operator Inference. In: Proceedings of the 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering (ESCAPE34/PSE24). ESCAPE34/PSE24, Florence, Italy, June 02, 2024 - June 06, 2024. (accepted)
2023
Conference Paper
Hybrid modeling of the catalytic CO2 methanation using process data and process knowledge. In: 33rd European Symposium on Computer Aided Process Engineering, pp. 1489 - 1494 (Eds. Kokossis, A.; Georgiadis, M. C.; Pistikopoulos, E.). 33rd European Symposium on Computer Aided Process Engineering, Athen, Greece, June 18, 2023 - June 21, 2023. Elsevier, Amsterdam/Netherlands (2023)
Talk (2)
2023
Talk
Learning reduced-order models for dynamic CO2 methanation using operator inference. ESCAPE34 - PSE24, Florence, Italy (accepted)
Talk
Hybrid modeling of the catalytic CO2 methanation using process data and mechanistic knowledge. ReactEng23: Annual Meeting on Reaction Engineering 2023, Frankfurt am Main (2023)
Poster (1)
2023
Poster
Hybrid modeling of the catalytic CO2 methanation using process data and mechanistic knowledge. ESCAPE-33, Athens, Greece (2023)
Thesis - Master (1)
2020
Thesis - Master
Power-to-Methane: Derivation of a microkinetic model for the CO2 methanation reaction. Master, Magdeburg: Otto-von-Guericke-Universität (2020)
Thesis - Bachelor (1)
2018
Thesis - Bachelor
Einfluss der Bacteriorhodopsin Orientierung auf die lichtgetriebene ATP-Produktion in bR-EF0F1-Proteoliposomen. Bachelor, Otto-von-Guericke-Universität, Magdeburg (2018)
Preprint (2)
2024
Preprint
Learning Reduced-Order Quadratic-Linear Models in Process Engineering using Operator Inference. (2024)
Preprint
Digital Twins in Process Engineering: An Overview on Computational and Numerical Methods. (2024)