Scholar
Jan G. Rittig
Google Scholar ID: Fech3J8AAAAJ
EPFL, Laboratory of Artificial Chemical Intelligence (LIAC)
Molecular Machine Learning
Optimization
Chemical Engineering
Graph Learning
Hybrid Modeling
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Citations & Impact
All-time
Citations
640
H-index
12
i10-index
13
Publications
20
Co-authors
37
list available
Publications
9 items
A Systematic Evaluation of Molecular Mixture Behavior Prediction
2026
Cited
0
Tabular foundation models for in-context prediction of molecular properties
2026
Cited
0
Differentiable Thermodynamic Phase-Equilibria for Machine Learning
2026
Cited
0
Clapeyron Neural Networks for Single-Species Vapor-Liquid Equilibria
2026
Cited
0
Accelerating Scientific Discovery with Autonomous Goal-evolving Agents
2025
Cited
0
DeepEOSNet: Capturing the dependency on thermodynamic state in property prediction tasks
2025
Cited
0
Molecular Machine Learning in Chemical Process Design
2025
Cited
0
Federated Learning from Molecules to Processes: A Perspective
2025
Cited
0
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Co-authors
7 total
Alexander Mitsos
AVT Systemverfahrenstechnik, RWTH Aachen University and Energy Systems Engineering IEK-10
Manuel Dahmen
ICE-1 Energy Systems Engineering at Forschungszentrum Jülich
Artur M. Schweidtmann
Delft University of Technology, Department of Chemical Engineering, Process Intelligence Research
Jana Marie Weber
Assistant professor, TU Delft
Johannes Schilling
Energy and Process Systems Engineering, ETH Zurich
Martin Ritzert
Georg-August Universität Göttingen
Qinghe Gao
Delft university of technology
