Sebastian Schneckener

Leverkusen, NW 51368, Germany

Last Updated: 09/26/2026

Save publications for later

Sign Up

Not sure about your diagnosis?

Check Your Symptoms

Found 11 publications

A deep neural network: mechanistic hybrid model to predict pharmacokinetics in rat.

A deep neural network: mechanistic hybrid model to predict pharmacokinetics in rat.

Journal: Journal of computer-aided molecular design

Published: October 13, 2023

Prediction of human pharmacokinetics from chemical structure: combining mechanistic modeling with machine learning.

Prediction of human pharmacokinetics from chemical structure: combining mechanistic modeling with machine learning.

Journal: Journal of pharmaceutical sciences

Published: June 16, 2023

Emodepside targets SLO-1 channels of Onchocerca ochengi and induces broad anthelmintic effects in a bovine model of onchocerciasis.

Emodepside targets SLO-1 channels of Onchocerca ochengi and induces broad anthelmintic effects in a bovine model of onchocerciasis.

Journal: PLoS pathogens

Published: January 05, 2021

A workflow to build PBTK models for novel species.

A workflow to build PBTK models for novel species.

Journal: Archives of toxicology

Published: July 09, 2020

Bayer's in silico ADMET platform: a journey of machine learning over the past two decades.

Bayer's in silico ADMET platform: a journey of machine learning over the past two decades.

Journal: Drug discovery today

Published: March 30, 2020

Prediction of Oral Bioavailability in Rats: Transferring Insights from in Vitro Correlations to (Deep) Machine Learning Models Using in Silico Model Outputs and Chemical Structure Parameters.

Prediction of Oral Bioavailability in Rats: Transferring Insights from in Vitro Correlations to (Deep) Machine Learning Models Using in Silico Model Outputs and Chemical Structure Parameters.

Journal: Journal of chemical information and modeling

Published: November 13, 2019

Reliable and Performant Identification of Low-Energy Conformers in the Gas Phase and Water.

Reliable and Performant Identification of Low-Energy Conformers in the Gas Phase and Water.

Journal: Journal of chemical information and modeling

Published: May 03, 2018

Development and validation of a physiology-based model for the prediction of pharmacokinetics/toxicokinetics in rabbits.

Development and validation of a physiology-based model for the prediction of pharmacokinetics/toxicokinetics in rabbits.

Journal: PloS one

Published: November 21, 2017

A systematic evaluation of the use of physiologically based pharmacokinetic modeling for cross-species extrapolation.

A systematic evaluation of the use of physiologically based pharmacokinetic modeling for cross-species extrapolation.

Journal: Journal of pharmaceutical sciences

Published: July 21, 2014

Prediction errors in learning drug response from gene expression data - influence of labeling, sample size, and machine learning algorithm.

Prediction errors in learning drug response from gene expression data - influence of labeling, sample size, and machine learning algorithm.

Journal: PloS one

Published: October 10, 2012

Using expression data for quantification of active processes in physiologically based pharmacokinetic modeling.

Using expression data for quantification of active processes in physiologically based pharmacokinetic modeling.

Journal: Drug metabolism and disposition: the biological fate of chemicals

Published: February 02, 2012

Showing 1-11 of 11

Last Updated: 09/26/2026