Benoit Da Mota

Assistant Professor, Université d'Angers

Joined

May 2025

Names

Benoit Da Mota (Preferred)

Emails

****@univ-angers.fr (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Université d'Angers (univ-angers.fr)

2014 – Present

Advisors, Relations & Conflicts

Coauthor

Nicolas Gutowski

2023 – Present

Coauthor

Sylvain Lamprier

2023 – Present

PhD Advisee

Derin Ozer

2023 – Present

Coauthor

Thomas Cauchy

2017 – Present

Coauthor

Gaël Varoquaux

2011 – 2013

Coauthor

Bertrand Thirion

2011 – 2013

Coauthor

Virgile Fritsch

2011 – 2013

Coauthor

Edouard Duchesnay

2011 – 2013

Coauthor

Vincent Frouin

2011 – 2013

Coauthor

Jean-baptiste Poline

2011 – 2013

Coauthor

Gabriel Antoniu

2011 – 2013

PhD Advisor

Igor Stéphan

2005 – 2011

Expertise

Cheminformatics

2016 – Present

Combinatorial Optimization applied to Cheminformatics

2016 – Present

Machine learning applied to Cheminformatics

2016 – Present

Neuroimaging-genetic study

2012 – 2014

Quantified Boolean Formulas

2007 – 2011

Answer set programming

2006 – 2007

Publications

A Transformer Model for Predicting Chemical Reaction Products from Generic Templates
Derin Ozer, Sylvain Lamprier, Thomas Cauchy, Nicolas Gutowski, Benoit Da Mota
- CoRR 2025
- Readers: Everyone
Surrogate-Based Black-Box Optimization Method for Costly Molecular Properties
Jules Leguy, Thomas Cauchy, Béatrice Duval, Benoit Da Mota
- CoRR 2021
- Readers: Everyone
Scalable estimator of the diversity for de novo molecular generation resulting in a more robust QM dataset (OD9) and a more efficient molecular optimization
Jules Leguy, Marta Glavatskikh, Thomas Cauchy, Benoit Da Mota
- J. Cheminformatics 2021
- Readers: Everyone
Surrogate-Based Black-Box Optimization Method for Costly Molecular Properties
Jules Leguy, Béatrice Duval, Benoit Da Mota, Thomas Cauchy
- ICTAI 2021
- Readers: Everyone
EvoMol: a flexible and interpretable evolutionary algorithm for unbiased de novo molecular generation
Jules Leguy, Thomas Cauchy, Marta Glavatskikh, Béatrice Duval, Benoit Da Mota
- J. Cheminformatics 2020
- Readers: Everyone
Predicting Interatomic Distances of Molecular Quantum Chemistry Calculations
Jules Leguy, Thomas Cauchy, Béatrice Duval, Benoit Da Mota
- EGC (best of volume) 2019
- Readers: Everyone
Dataset's chemical diversity limits the generalizability of machine learning predictions
Marta Glavatskikh, Jules Leguy, Gilles Hunault, Thomas Cauchy, Benoit Da Mota
- J. Cheminformatics 2019
- Readers: Everyone
Robust regression for large-scale neuroimaging studies
Virgile Fritsch, Benoit Da Mota, Eva Loth, Gaël Varoquaux, Tobias Banaschewski, Gareth J. Barker, Arun L. W. Bokde, Rüdiger Brühl, Brigitte Butzek, Patricia J. Conrod, Herta Flor, Hugh Garavan, Hervé Lemaître, Karl Mann, Frauke Nees, Tomás Paus, Daniel J. Schad, Gunter Schümann, Vincent Frouin, Jean-Baptiste Poline et al. (1 additional authors not shown)
- 2015 (modified: 24 Apr 2023)
- NeuroImage 2015
- Readers: Everyone
Generic Machine Learning Pattern for Neuroimaging-Genetic Studies in the Cloud
Benoit Da Mota, Radu Tudoran, Alexandru Costan, Gaël Varoquaux, Goetz Brasche, Patricia J. Conrod, Hervé Lemaître, Tomás Paus, Marcella Rietschel, Vincent Frouin, Jean-Baptiste Poline, Gabriel Antoniu, Bertrand Thirion
- 2014 (modified: 24 Apr 2023)
- Frontiers Neuroinformatics 2014
- Readers: Everyone
Randomized parcellation based inference
Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Tobias Banaschewski, Gareth J. Barker, Arun L. W. Bokde, Uli Bromberg, Patricia J. Conrod, Jürgen Gallinat, Hugh Garavan, Jean-Luc Martinot, Frauke Nees, Tomás Paus, Zdenka Pausova, Marcella Rietschel, Michael N. Smolka, Andreas Ströhle, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion
- 2014 (modified: 24 Apr 2023)
- NeuroImage 2014
- Readers: Everyone

View all 13 publications

Co-Authors

View all 39 co-authors