Scholar
Fred A. Hamprecht
Google Scholar ID: lO62bt0AAAAJ
Professor, Heidelberg University
Scientific AI
Quantum Chemistry
Machine Learning
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Citations & Impact
All-time
Citations
21,754
H-index
61
i10-index
164
Publications
20
Co-authors
48
list available
Publications
7 items
Rotational Equivariance in Machine Learning: A Comprehensive Tutorial
2026
Cited
0
Surrogate Functionals for Machine-Learned Orbital-Free Density Functional Theory
2026
Cited
0
Equivariance by Local Canonicalization: A Matter of Representation
2025
Cited
0
Low-dimensional embeddings of high-dimensional data
2025
Cited
0
Lorentz Local Canonicalization: How to Make Any Network Lorentz-Equivariant
2025
Cited
0
Stable and Accurate Orbital-Free DFT Powered by Machine Learning
2025
Cited
0
Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing
2024
Cited
1
Co-authors
6 total
Anna Kreshuk
Group Leader, EMBL Heidelberg
Bjoern Menze
Universität Zürich
Bjoern Andres
TU Dresden
Melih Kandemir
Associate Professor of Machine Learning at the University of Southern Denmark
Adrian Wolny
Machine Learning Research Scientist, Bayer AG
Xinghua Lou, Ph.D.
Google DeepMind
