Virtual Exploration of the Ring Systems Chemical Universe. - Ricardo Visini; Josep Arús-Pous; Mahendra Awale; Jean-Louis Reymond (J. Chem. Inf. Model., 2017)

Improving Deep Generative Models with Randomized SMILES. - Josep Arús-Pous; Simon Johansson; Oleksii Prykhodko; Esben Jannik Bjerrum; Christian Tyrchan; Jean-Louis Reymond; Hongming Chen 001; Ola Engkvist (ICANN (Workshop), 2019)

Exploring the GDB-13 chemical space using deep generative models. - Josep Arús-Pous; Thomas Blaschke; Silas Ulander; Jean-Louis Reymond; Hongming Chen 001; Ola Engkvist (J. Cheminformatics, 2019)

Randomized SMILES strings improve the quality of molecular generative models. - Josep Arús-Pous; Simon Johansson; Oleksii Prykhodko; Esben Jannik Bjerrum; Christian Tyrchan; Jean-Louis Reymond; Hongming Chen 001; Ola Engkvist (J. Cheminformatics, 2019)

A de novo molecular generation method using latent vector based generative adversarial network. - Oleksii Prykhodko; Simon Johansson; Panagiotis-Christos Kotsias; Josep Arús-Pous; Esben Jannik Bjerrum; Ola Engkvist; Hongming Chen 001 (J. Cheminformatics, 2019)

SMILES-based deep generative scaffold decorator for de-novo drug design. - Josep Arús-Pous; Atanas Patronov; Esben Jannik Bjerrum; Christian Tyrchan; Jean-Louis Reymond; Hongming Chen 001; Ola Engkvist (J. Cheminformatics, 2020)

REINVENT 2.0: An AI Tool for De Novo Drug Design. - Thomas Blaschke; Josep Arús-Pous; Hongming Chen 001; Christian Margreitter; Christian Tyrchan; Ola Engkvist; Kostas Papadopoulos; Atanas Patronov (J. Chem. Inf. Model., 2020)

Direct steering of de novo molecular generation with descriptor conditional recurrent neural networks. - Panagiotis-Christos Kotsias; Josep Arús-Pous; Hongming Chen 001; Ola Engkvist; Christian Tyrchan; Esben Jannik Bjerrum (Nat. Mach. Intell., 2020)

Unsupervised Segmentation of Colonoscopy Images. - Heming Yao; Jérôme Lüscher; Benjamín Gutiérrez-Becker; Josep Arús-Pous; Tommaso Biancalani; Amelie Bigorgne; David Richmond (CoRR, 2023)

SurvSurf: a partially monotonic neural network for first-hitting time prediction of intermittently observed discrete and continuous sequential events. - Yichen Kelly Chen; Sören Dittmer; Kinga Bernatowicz; Josep Arús-Pous; Kamen Bliznashki; John A. D. Aston; James H. F. Rudd; Carola-Bibiane Schönlieb; James Jones; Michael Roberts (CoRR, 2025)