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Luisa Peterson

Observed name: Peterson, Luisa
ORCID: 0009-0006-0776-1517
Observed ORCID: 0009-0006-0776-1517
OpenAlex ID: A5103093732
Digital twins in process engineering: An overview on computational and numerical methods
2024 · Luisa Peterson, Ion Victor Gosea, et al. · Computers & Chemical Engineering · 79
Challenges in data-based reactor modeling: A critical analysis of purely data-driven and hybrid models for a CSTR case study
2024 · Luisa Peterson, Jens Bremer, et al. · Computers & Chemical Engineering · 23
Toward Digital Twins for Power-to-X Processes: Comparing Surrogate Models for a Catalytic CO 2 Methanation Reactor
2025 · Luisa Peterson, Ali Forootani, et al. · IEEE Transactions on Automation Science and Engineering · 12
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Hybrid modeling of the catalytic CO2 methanation using process data and process knowledge
2023 · Luisa Peterson, Jens Bremer, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 6
Learning reduced-order models for dynamic CO2 methanation using operator inference
2024 · Luisa Peterson, Pawan Goyal, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 4
Model-Based Control for Power-to-X Platforms: Knowledge Integration for Digital Twins
2025 · Daniel Dittler, Peter Frank, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 3
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Learning Reduced-Order Quadratic-Linear Models in Process Engineering Using Operator Inference
2025 · Ion Victor Gosea, Luisa Peterson, et al. · Lecture notes in computational science and engineering · 3
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Physics-Informed Graph Neural Networks for Modeling Spatially Distributed Dynamically Operated Processes
2025 · Md Meraj Khalid, Luisa Peterson, et al. · Systems and Control Transactions · 2
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Improving the Accuracy of Activity Coefficient Estimation in Specialty Chemistry Using Local Estimators
2024 · Hannes Weinhold, Luisa Peterson, et al. · Industrial & Engineering Chemistry Research · 2
Data-driven reduced-order model for optimal control of dynamically operated reactors in Power-to-X processes
2026 · Luisa Peterson, Alexander Geschke, et al. · SSRN Electronic Journal · 1
Verbundvorhaben H2Mare_VB2: PtX-Wind – Offshore Power-to-X-Prozesse; Teilvorhaben: Entwicklung dynamischer Simulationsmodelle von offshore Power-to-X-Prozessen für den Einsatz in digitalen Zwillingen
2026 · Sundmacher, Kai, Geschke, Alexander, et al. · RENATE
Greedy Sampling Neural Network SINDy with Control for a Catalytic $$\text {CO}_2$$ Methanation Reactor
2026 · Luisa Peterson, Miriam Büttner, et al. · Lecture notes in computer science
Works count: 13
Citation count: 135
H-index: 4
I10-index: 3
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