Bernd Beck

Descriptors, Physical Properties, and Drug-Likeness

Matthias Brüstle, Bernd Beck, Torsten Schindler et al. · Journal of Medicinal Chemistry · 2002 · 119 citations

MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information

Wouter Heyndrickx, Lewis Mervin, Tobias Morawietz et al. · Journal of Chemical Information and Modeling · 2023 · 94 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

QM/NN QSPR Models with Error Estimation:  Vapor Pressure and LogP

Bernd Beck, Andreas Breindl, Timothy Clark · Journal of Chemical Information and Computer Sciences · 2000 · 87 citations

Engineering, Uncertainty Quantification, Molecular Property +10

Prediction of the n-Octanol/Water Partition Coefficient, logP, Using a Combination of Semiempirical MO-Calculations and a Neural Network

Andreas Breindl, Bernd Beck, Timothy Clark et al. · Journal of Molecular Modeling · 1997 · 86 citations

Thermodynamic Modelling, Engineering, Water Resources +8

A support vector machine approach to classify human cytochrome P450 3A4 inhibitors

Jan M. Kriegl, Thomas Arnhold, Bernd Beck et al. · Journal of Computer-Aided Molecular Design · 2005 · 64 citations

Drug Target, Hit Identification, Medicine +7