Christian Feldmann

BASF (Germany) — Germany

Computer Science · Physical Sciences

16h-index695citations67works7.12yr avg
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Research Topics

Computational Drug Discovery Methods(21), Video Coding and Compression Technologies(19), Image and Video Quality Assessment(15), Advanced Data Compression Techniques(11), Machine Learning in Materials Science(9)

Publications67 total

P03-10 Leveraging explainable AI (XAI) for prediction analysis
Toxicology Letters·2025
Limeade: Let integer molecular encoding aid
Computers & Chemical Engineering·2025Open Access
Limeade: Let integer molecular encoding aid
arXiv (Cornell University)·2024Open Access
Analysis of uncertainty of neural fingerprint-based models
Faraday Discussions·2024· 4 cited
MolPipeline: A Python Package for Processing Molecules with RDKit in Scikit-learn
Journal of Chemical Information and Modeling·2024· 31 cited
MolPipeline : A python package for processing molecules with RDKit in scikit-learn
2024· 6 citedOpen Access
Augmenting optimization-based molecular design with graph neural networks
Computers & Chemical Engineering·2024· 9 citedOpen Access
Augmenting optimization-based molecular design with graph neural networks
arXiv (Cornell University)·2023· 2 citedOpen Access
Calculation of exact Shapley values for explaining support vector machine models using the radial basis function kernel
Scientific Reports·2023· 34 citedOpen Access
JND-Aware Two-Pass Per-Title Encoding Scheme for Adaptive Live Streaming
IEEE Transactions on Circuits and Systems for Video Technology·2023· 22 citedOpen Access
Green video complexity analysis for efficient encoding in Adaptive Video Streaming
2023· 22 citedOpen Access
Optimizing over trained GNNs via symmetry breaking
arXiv (Cornell University)·2023· 6 citedOpen Access
JND-aware Two-pass Per-title Encoding Scheme for Adaptive Live Streaming
2023· 1 citedOpen Access
JND-aware Two-pass Per-title Encoding Scheme for Adaptive Live Streaming
2023· 2 citedOpen Access
Fast multi-encoding to reduce the cost of video streaming
arXiv (Cornell University)·2022Open Access
Minimal data requirements for accurate compound activity prediction using machine learning methods of different complexity
Cell Reports Physical Science·2022· 26 citedOpen Access
EdgeSHAPer: Bond-centric Shapley value-based explanation method for graph neural networks
iScience·2022· 50 citedOpen Access
Calculation of exact Shapley values for support vector machines with Tanimoto kernel enables model interpretation
iScience·2022· 27 citedOpen Access
Advances in Computational Polypharmacology
Molecular Informatics·2022· 13 citedOpen Access
OPSE: Online Per-Scene Encoding for Adaptive Http Live Streaming
2022· 1 cited
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Frequent Co-authors

Jürgen Bajorath(22), Christian Timmerer(9), Vignesh V Menon(6), M. Ghanbari(6), Miriam Mathea(6), Dimitar Yonchev(6), Frederik Sandfort(5), Lorenzo Cianni(4), Erik Gilberg(4), Michael Gütschow(4), Carlos A. Montanari(4), Klaus Schoeffmann(4), Andrei Leitão(3), Anatoliy Zabrovskiy(3), Jochen Sieg(3), Prajit T Rajendran(3), Carina Lemke(3), Fernanda dos Reis Rocho(3), Christopher Bulla(3), Shiqiang Zhang(3)