Thomas Cauchy - RankMe

12 papers B 3Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Transformer Model for Predicting Chemical Products from Generic SMARTS Templates with Data Augmentation. ICTAI Derin Ozer, Sylvain Lamprier, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy
2025	J	`jnl`	A Transformer Model for Predicting Chemical Reaction Products from Generic Templates. CoRR Derin Ozer, Sylvain Lamprier, Thomas Cauchy, Nicolas Gutowski, Benoit Da Mota
2025	B	`conf`	Guiding Evolutionary Molecular Design: Adding Reinforcement Learning for Mutation Selection. ICTAI Gaëlle Milon-Harnois, Chaïmaâ Touhami, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy
2025	J	`jnl`	Guiding Evolutionary Molecular Design: Adding Reinforcement Learning for Mutation Selection. CoRR Gaëlle Milon-Harnois, Chaïmaâ Touhami, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy
2025	—	`conf`	Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark. EMNLP (Findings) Derin Ozer, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy, Sylvain Lamprier
2021	J	`jnl`	Scalable estimator of the diversity for de novo molecular generation resulting in a more robust QM dataset (OD9) and a more efficient molecular optimization. J. Cheminformatics Jules Leguy, Marta Glavatskikh, Thomas Cauchy, Benoit Da Mota
2021	B	`conf`	Surrogate-Based Black-Box Optimization Method for Costly Molecular Properties. ICTAI Jules Leguy, Béatrice Duval, Benoit Da Mota, Thomas Cauchy
2021	J	`jnl`	Surrogate-Based Black-Box Optimization Method for Costly Molecular Properties. CoRR Jules Leguy, Thomas Cauchy, Béatrice Duval, Benoit Da Mota
2020	J	`jnl`	EvoMol: a flexible and interpretable evolutionary algorithm for unbiased de novo molecular generation. J. Cheminformatics Jules Leguy, Thomas Cauchy, Marta Glavatskikh, Béatrice Duval, Benoit Da Mota
2019	J	`jnl`	Dataset's chemical diversity limits the generalizability of machine learning predictions. J. Cheminformatics Marta Glavatskikh, Jules Leguy, Gilles Hunault, Thomas Cauchy, Benoit Da Mota
2019	—	`conf`	Des réseaux de neurones pour prédire des distances interatomiques extraites d'une base de données ouverte de calculs en chimie quantique. EGC Jules Leguy, Thomas Cauchy, Béatrice Duval, Benoit Da Mota
2019	—	`conf`	Predicting Interatomic Distances of Molecular Quantum Chemistry Calculations. EGC (best of volume) Jules Leguy, Thomas Cauchy, Béatrice Duval, Benoit Da Mota