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Alexander Mitsos — most-cited papers & profile · Graph Learning
← authors
·
overview
Alexander Mitsos
6
papers ·
109
citations ·
55
h-index
Forschungszentrum Jülich · Jülich Aachen Research Alliance · RWTH Aachen University
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Most-cited papers
Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning
2022 · 59 citations
Graph Machine Learning for Design of High-Octane Fuels
2022 · 32 citations
Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks
2024 · 17 citations
Sample-Efficient Reinforcement Learning of Koopman eNMPC
2025 · 1 citations
DeepEOSNet: Capturing the dependency on thermodynamic state in property prediction tasks
2025
Molecular Machine Learning in Chemical Process Design
2025
Topics
Chemistry
Materials
Physics ML
Model-Based RL