Pascal Friederich
Scholar

Pascal Friederich

Google Scholar ID: 3B5h6u0AAAAJ
Karlsruhe Institute of Technology
Machine LearningMaterials designGraph Neural NetworksComputational chemistryMultiscale modeling
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Citations & Impact
All-time
Citations
6,352
 
H-index
33
 
i10-index
69
 
Publications
20
 
Co-authors
32
list available
Contact
Emailpascal.friederich@kit.eduTwitterOpen ↗
Publications
15 items
Perspective: Towards sustainable exploration of chemical spaces with machine learning
2026
Cited
0
Efficient Training of Boltzmann Generators Using Off-Policy Log-Dispersion Regularization
2026
Cited
0
Graph Recognition via Subgraph Prediction
2026
Cited
0
Multi-stage Bayesian optimisation for dynamic decision-making in self-driving labs
2025
Cited
0
Towards a fully differentiable digital twin for solar cells
2025
Cited
0
A self-driving lab for solution-processed electrochromic thin films
2025
Cited
0
Generative models for crystalline materials
2025
Cited
0
Learning Boltzmann Generators via Constrained Mass Transport
2025
Cited
0
Resume (English only)
Co-authors
32 total
Co-author 1
Co-author 1
Alan Aspuru-Guzik
Alan Aspuru-Guzik
Professor of Chemistry and Computer Science, University of Toronto (starting July 1, 2018)
Patrick Reiser
Patrick Reiser
PostDoc, KIT Karlsruhe
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Mario Krenn
Mario Krenn
Professor for Machine Learning in Science, University of Tübingen
Co-author 8
Co-author 8