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Floriane Montanari | Researchclopedia

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Floriane Montanari

68

Works

2,127

Citations

20

h-index

26

i10-index

Research Topics

Computational Drug Discovery Methods Machine Learning in Materials Science Drug Transport and Resistance Mechanisms

Affiliations

University College Dublin2011–2011

University of Vienna2014–2020

Digital Science (United States)2019–2019

Digital Science Technologies (United States)2019–2019

Pharmac2017–2018

Top Works

Learning continuous and data-driven molecular descriptors by translating equivalent chemical representations

Robin Winter,Floriane Montanari,et al.

2018507 citations

Protein Structure and Dynamics

Machine Learning in Bioinformatics

Efficient multi-objective molecular optimization in a continuous latent space

Robin Winter,Floriane Montanari,et al.

2019271 citations

Prediction of drug–ABC-transporter interaction — Recent advances and future challenges

Floriane Montanari,Gerhard F. Ecker

2015252 citations

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

Andreas H. Göller,Lara Kuhnke,et al.

2020208 citations

Modeling Physico-Chemical ADMET Endpoints with Multitask Graph Convolutional Networks

Floriane Montanari,Lara Kuhnke,et al.

2019115 citations

Predicting drug-induced liver injury: The importance of data curation

Eleni Kotsampasakou,Floriane Montanari,et al.

201788 citations

Img2Mol – accurate SMILES recognition from molecular graphical depictions

Djork-Arné Clevert,Tuan Le,et al.

202170 citations

Efficient Multi-Objective Molecular Optimization in a Continuous Latent Space

Robin Winter,Floriane Montanari,et al.

201965 citations

Learning Continuous and Data-Driven Molecular Descriptors by Translating Equivalent Chemical Representations

Robin Winter,Floriane Montanari,et al.

201864 citations