Carmen Esposito (C Esposito)

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 4

Top Topics

Machine Learning

Molecular Dynamics

Single Molecule

Artificial Intelligence

Top Venues

Journal of chemical information and modeling

Journal of the American Chemical Society

ETH Zurich

University of Zurich (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

ETH Zurich Nov 01 2018

Switzerland

Postdoc :: Physical Chemistry

Novartis Institutes for BioMedical Research Basel Jan 01 2018 - Apr 30 2018

Switzerland

Internship

Education History

University of Zurich Sep 01 2014 - Aug 31 2018

Switzerland

PHD :: Biochemistry

University of Trieste Sep 01 2012 - Jul 19 2014

Italy

MSC :: Chemistry

University of Naples Federico II Sep 01 2008 - Jul 19 2012

Italy

BSC :: Chemistry

Publications

Carmen Esposito, Gregory A Landrum, Nadine Schneider, Nikolaus Stiefl, Sereina Riniker
GHOST: Adjusting the Decision Threshold to Handle Imbalanced Data in Machine Learning. Journal of chemical information and modeling 61 (6) (2021)
Jasmine Egli, Carmen Esposito, Mike Müri, Sereina Riniker, Helma Wennemers
Influence of Lipidation on the Folding and Stability of Collagen Triple Helices-An Experimental and Theoretical Study. Journal of the American Chemical Society 143 (15) (2021)
Carmen Esposito, Shuzhe Wang, Udo E W Lange, Frank Oellien, Sereina Riniker
Combining Machine Learning and Molecular Dynamics to Predict P-Glycoprotein Substrates. Journal of chemical information and modeling 60 (10) (2020)
Carmen Esposito, L Wiedmer, Amedeo Caflisch
In Silico Identification of JMJD3 Demethylase Inhibitors. Journal of chemical information and modeling 58 (10) (2018)