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Florian Rottach
Observed name:
Rottach, Florian
Institutions:
Boehringer Ingelheim (Germany),
University of Tübingen,
The University of Texas at Austin
Observed institutions:
Boehringer Ingelheim (Germany),
University of Tübingen,
The University of Texas at Austin
ORCID:
0009-0001-4718-9168
Observed ORCID:
0009-0001-4718-9168
OpenAlex ID:
A5094178932
In Silico Prediction of Oral Acute Rodent Toxicity Using Consensus Machine Learning
2024
·
Sebastian Schieferdecker
, Florian Rottach
, et al.
·
Journal of Chemical Information and Modeling
·
11
The topology of molecular representations and its influence on machine learning performance
2025
·
Florian Rottach
, Sebastian Schieferdecker
, et al.
·
Journal of Cheminformatics
·
6
PDF
Mol-JEPA: A multimodal Joint Embedding Predictive Architecture for Molecules
2026
·
Rottach, Florian
, Schieferdecker, Sebastian
, et al.
·
arXiv (Cornell University)
PDF
Isotropy Cliffs: The Geometric Signature of Decision-Making in Large Language Models
2026
·
Coskun, Okan S.
, Rottach, Florian
, et al.
·
arXiv (Cornell University)
PDF
Molecular Machine Learning Using Euler Characteristic Transforms
2026
·
Victor Toscano-Duran
, Florian Rottach
, et al.
·
Lecture notes in computer science
PDF
From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures
2025
·
Rottach, Florian
, Rudman, William
, et al.
·
arXiv (Cornell University)
PDF
Industrial AI - Intelligenz für die Produktion von morgen
2025
·
Rottach, Florian
, Schieferdecker, Sebastian
, et al.
·
Fraunhofer-Publica (Fraunhofer-Gesellschaft)
Additional file 1 of The topology of molecular representations and its influence on machine learning performance
2025
·
Rottach, Florian
, Schieferdecker, Sebastian
, et al.
·
Figshare
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Works count:
8
Citation count:
17
H-index:
2
I10-index:
1
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