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Günter Klambauer | Researchclopedia

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Günter Klambauer

Johannes Kepler University of Linz ORCID

132

Works

7,745

Citations

37

h-index

69

i10-index

Research Topics

Computational Drug Discovery Methods Machine Learning in Materials Science Hydrological Forecasting Using AI

Affiliations

Johannes Kepler University of Linz2010–2025

Janssen (Belgium)2011–2011

Salzgitter Group (Singapore)2025–2025

Johnson & Johnson (Germany)2011–2011

Bioinformatics Institute2018–2018

Top Works

DeepTox: Toxicity Prediction using Deep Learning

Andreas Mayr,Günter Klambauer,et al.

20161,008 citations

Protein Structure and Dynamics

Hydrology and Watershed Management Studies

DeepSynergy: predicting anti-cancer drug synergy with Deep Learning

Kristina Preuer,Richard P. Lewis,et al.

2017652 citations

Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

Andreas Mayr,Günter Klambauer,et al.

2018591 citations

Self-Normalizing Neural Networks

Günter Klambauer,Thomas Unterthiner,et al.

2017515 citations

cn.MOPS: mixture of Poissons for discovering copy number variations in next-generation sequencing data with a low false discovery rate

Günter Klambauer,Karin Schwarzbauer,et al.

2012471 citations

GANs Trained by a Two Time-Scale Update Rule Converge to a Nash Equilibrium

Martin Heusel,Hubert Ramsauer,et al.

2017371 citations

Fréchet ChemNet Distance: A Metric for Generative Models for Molecules in Drug Discovery

Kristina Preuer,Philipp Renz,et al.

2018326 citations

Repurposing High-Throughput Image Assays Enables Biological Activity Prediction for Drug Discovery

Jaak Simm,Günter Klambauer,et al.

2018248 citations

Uncertainty estimation with deep learning for rainfall–runoff modeling

Daniel Klotz,Frederik Kratzert,et al.

2022206 citations