Floriane Montanari

According to our database, Floriane Montanari authored at least 9 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Computational Community Blind Challenge on Pan-Coronavirus Drug Discovery Data.

Hugo MacDermott-Opeskin, Jenke Scheen, Cas Wognum, Joshua T. Horton, Devany West, Alexander Matthew Payne, Maria A. Castellanos, Sean Colby, Edward J. Griffen, David Cousins, Jessica Stacey, Lauren Reid, Jasmin Cara Aschenbrenner, Daren Fearon, Blake Balcomb, Peter Marples, Charles W. E. Tomlinson, Ryan Lithgo, Andre S. Godoy, Max Winokan, Haim Barr, Noa Lahav, Michael Lavi, Shirley Duberstein, Galit Cohen, Gwendolyn Fate, Bruce Lefker, Ralph Robinson, Tamas Szommer, Nick Lynch, David D. L. Minh, Van Ngoc Thuy La, Lulu Kang, Kate Huddleston, Ryan Renslow, Mallory R. Tollefson, W. Patrick Walters, Cynthia Xu, Jonny Hsu, Julien St-Laurent, Honore Etsmoberg, Lu Zhu, Andrew Quirke, Mohamed Iliyas Abdul Haleem, Irfan Alibay, Gunjan Baid, Benjamin Birnbaum, Kevin P. Bishop, Hugo-Javier Bohórquez, Ashmita Bose, C. J. Brown, Jackson W. Burns, Lianjin Cai, Ruel Cedeno, Stephane de Cesco, Vladimir I. Chupakhin, Finlay Clark, Daniel J. Cole, Carles Corbi-Verge, Muhammad Danial, Alec Davi, Wim Dehaen, Niklas Piet Doering, Alexis Dougha, Marie-Pierre Dréanic, Bryce Eakin, Anatol Ehrlich, Rokas Elijosius, Jozef Fülöp, Anthony Gitter, Kenneth Goossens, Yaowen Gu, Teresa Head-Gordon, Laurent Hoffer, Johan Hofmans, Ellena Jiang, Benjamin Kaminow, Sina Khosravi, Asma Feriel Khoualdi, Eelke B. Lenselink, Zhirong Liu, Yue Liu, Sijie Liu, Yizhou Ma, Patrick Maher, Imke Mayer, Oscar Mendez-Lucio, Antonia S. J. S. Mey, Julien Michel, Floriane Montanari, Taoyu Niu, Ryusei Ogino, Ashok Palaniappan, Xiaolin Pan, Auro Patnaik, Long-Hung Dinh Pham, Luis Pinto, Justin Purnomo, Alex Rich, Lars L. Schaaf, Christoph Schran, Rajeev Kumar Singh, Mounika Srilakshmi, Satya Pratik Srivastava, Kunyang Sun, Zhaoxi Sun, Valerij Talagayev, Balamurugan Thirukonda Subramanian Balakrishnan, Ida Titus, Alexandre Tkatchenko, Wojtek Treyde, Giovanni Tricarico, Austin Tripp, Nopsinth Vithayapalert, Yingze Wang, Azmine Toushik Wasi, Steffen Wedig, Gerhard Wolber, Bofei Xu, Weijun Zhou, Frank von Delft, Alpha Lee, Karla Kirkegaard, Peter Sjö, James S. Fraser, John D. Chodera

J. Chem. Inf. Model., 2026

2024

Enhancing Interpretability in Molecular Property Prediction with Contextual Explanations of Molecular Graphical Depictions.

Marco Bertolini, Linlin Zhao, Floriane Montanari, Djork-Arné Clevert

Proceedings of the AI in Drug Discovery - First International Workshop, 2024

2023

pH-dependent solubility prediction for optimized drug absorption and compound uptake by plants.

Anne Bonin, Floriane Montanari, Sebastian Niederführ, Andreas H. Göller

J. Comput. Aided Mol. Des., March, 2023

From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology.

Marco Bertolini, Van-Khoa Le, Jake Pencharz, Andreas Poehlmann, Djork-Arné Clevert, Santiago Villalba, Floriane Montanari

CoRR, 2023

Explaining, Evaluating and Enhancing Neural Networks' Learned Representations.

Marco Bertolini, Djork-Arné Clevert, Floriane Montanari

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

ChemInformatics Model Explorer (CIME): exploratory analysis of chemical model explanations.

Christina Humer, Henry Heberle, Floriane Montanari, Thomas Wolf, Florian Huber, Ryan Henderson, Julian Heinrich, Marc Streit

J. Cheminformatics, 2022

2021

Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity.

Ryan Henderson, Djork-Arné Clevert, Floriane Montanari

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Gini in a Bottleneck: Gotta Train Me the Right Way.

Ryan Henderson, Djork-Arné Clevert, Floriane Montanari

CoRR, 2020

2016

Selectivity profiling of BCRP versus P-gp inhibition: from automated collection of polypharmacology data to multi-label learning.

Floriane Montanari, Barbara Zdrazil, Daniela Digles, Gerhard F. Ecker

J. Cheminformatics, 2016