Philipp Renz

发表

Uncertainty Estimation Methods to Support Decision-Making in Early Phases of Drug Discovery

Philipp Renz, 2020 .

On Failure Modes of Molecule Generators and Optimizers

S. Hochreiter, J. Wegner, G. Klambauer, 2020 .

On Failure Modes of Molecule Generators and Optimizers

S. Hochreiter, J. Wegner, G. Klambauer, 2020 .

Modern Hopfield Networks for Few- and Zero-Shot Reaction Prediction pdf

Sepp Hochreiter, Philipp Renz, S. Hochreiter, 2021, ArXiv.

Modern Hopfield Networks for Few- and Zero-Shot Reaction Template Prediction

Marwin H. S. Segler, Sepp Hochreiter, Philipp Renz, 2021, 2104.03279.

Improving Few- and Zero-Shot Reaction Template Prediction Using Modern Hopfield Networks

Marwin H. S. Segler, S. Hochreiter, J. Wegner, 2022, J. Chem. Inf. Model..

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

Sepp Hochreiter, Günter Klambauer, Philipp Renz, 2018, J. Chem. Inf. Model..

Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks pdf

Andreu Vall, Andreas Mayr, Markus Hofmarcher, 2020, SSRN Electronic Journal.

On failure modes in molecule generation and optimization.

Sepp Hochreiter, Günter Klambauer, Philipp Renz, 2019, Drug discovery today. Technologies.

Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning pdf

Sepp Hochreiter, Markus Hofmarcher, Philipp Renz, 2021, ArXiv.

Modern Hopfield Networks for Few- and Zero-Shot Reaction Template Prediction

Marwin H. S. Segler, J. Wegner, G. Klambauer, 2021, 2104.03279.