Scholar
Fred A. Hamprecht
Google Scholar ID: lO62bt0AAAAJ
Professor, Heidelberg University
Citations & Impact
Citations
12,787
H-index
38
i10-index
111
Publications
20
Co-authors
48
list available
Publications
Resume (English only)
Academic Achievements
- While specific achievements are not listed, it mentions ongoing work focused on using machine learning to improve efficiency in quantum chemistry predictions.
Research Experience
- Leads a team working on geometric machine learning in quantum chemistry, aiming to dramatically speed up quantum calculations using machine learning methods that respect the fundamental symmetries of the problem; involved in multiple research projects and closely collaborates with the university's excellence cluster, Ellis unit, and department.
Background
- Focuses on developing principled AI methods to solve hard problems from the natural sciences. Specializes in fundamental algorithms and their application to complex problems with spatial structure.
Miscellany
- Emphasizes the importance of team culture, advocating for being nice and doing great science. Located at IWR, Heidelberg University, which is an important place for interdisciplinary exchanges.
