Scholar
Pascal Friederich
Google Scholar ID: 3B5h6u0AAAAJ
Karlsruhe Institute of Technology
Machine Learning
Materials design
Graph Neural Networks
Computational chemistry
Multiscale modeling
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Citations
6,352
H-index
33
i10-index
69
Publications
20
Co-authors
32
list available
Contact
Email
pascal.friederich@kit.edu
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Publications
17 items
MatBind: A Shared Embedding Space for Multimodal Materials Characterization
2026
Cited
0
Hyper-Dimensional Fingerprints as Molecular Representations
2026
Cited
0
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
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Co-authors
4 total
Alan Aspuru-Guzik
Professor of Chemistry and Computer Science, University of Toronto (starting July 1, 2018)
Patrick Reiser
PostDoc, KIT Karlsruhe
Mario Krenn
Professor for Machine Learning in Science, University of Tübingen
Alexander Colsmann
Light Technology Institute, Karlsruhe Institute of Technology (KIT)
