Thomas Cauchy

Assistant Professor, Chemistry, Université d'Angers

Joined

May 2025

Names

Thomas Cauchy (Preferred)

Emails

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

Personal Links

Career & Education History

Assistant Professor

Chemistry, Université d'Angers (univ-angers.fr)

2010 – Present

Advisors, Relations & Conflicts

Coauthor

Nicolas Gutowski

2022 – Present

Coauthor

Benoit Da Mota

2017 – Present

Expertise

Cheminformatics

2015 – Present

Molecular organic marterials

2009 – Present

DFT

2007 – Present

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
Des réseaux de neurones pour prédire des distances interatomiques extraites d'une base de données ouverte de calculs en chimie quantique
Jules Leguy, Thomas Cauchy, Béatrice Duval, Benoit Da Mota
- EGC 2019
- Readers: Everyone