Jan G. Rittig
Scholar

Jan G. Rittig

Google Scholar ID: Fech3J8AAAAJ
EPFL, Laboratory of Artificial Chemical Intelligence (LIAC)
Molecular Machine LearningOptimizationChemical EngineeringGraph LearningHybrid Modeling
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Citations & Impact
All-time
Citations
640
 
H-index
12
 
i10-index
13
 
Publications
20
 
Co-authors
37
list available
Contact
No contact links provided.
Publications
7 items
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
GraphXForm: Graph transformer for computer-aided molecular design with application to extraction
Digital Discovery · 2024
Cited
1
Resume (English only)
Co-authors
37 total
Alexander Mitsos
Alexander Mitsos
AVT Systemverfahrenstechnik, RWTH Aachen University and Energy Systems Engineering IEK-10
Manuel Dahmen
Manuel Dahmen
ICE-1 Energy Systems Engineering at Forschungszentrum Jülich
Artur M. Schweidtmann
Artur M. Schweidtmann
Delft University of Technology, Department of Chemical Engineering, Process Intelligence Research
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