Floriane Montanari

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

Robin Winter, Floriane Montanari, Frank Noé et al. · Chemical Science · 2018 · 498 citations · Full text

Efficient multi-objective molecular optimization in a continuous latent space

Robin Winter, Floriane Montanari, Andreas Steffen et al. · Chemical Science · 2019 · 260 citations · Full text

Modeling Physico-Chemical ADMET Endpoints with Multitask Graph Convolutional Networks

Floriane Montanari, Lara Kuhnke, Antonius ter Laak et al. · Molecules · 2019 · 110 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

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

Eleni Kotsampasakou, Floriane Montanari, Gerhard F. Ecker · Toxicology · 2017 · 78 citations · Full text

Img2Mol – accurate SMILES recognition from molecular graphical depictions

Djork-Arné Clevert, Tuan Le, Robin Winter et al. · Chemical Science · 2021 · 68 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17