Harnessing negative data for enhancing model learning in chemistryAlessandra ToniatoMara Grazianiet al.2024ACS Fall 2024
Increasing the adoption of machine learning technologies by chemists with graphical and programmatic interfacesAlain VaucherMatteo Manicaet al.2023ACS Spring 2023
On the automation of de-novo molecular design and chemical synthesis planning: A case study on SARS-CoV-2Jannis BornMatteo Manicaet al.2021ACS Fall 2021
Transformer-based neural networks capture organic chemistry grammar from unsupervised learning of chemical reactionsPhilippe SchwallerBenjamin Hooveret al.2021ACS Spring 2021
Predicting polymerization reactions via transfer learning using chemical language modelsRonaldo GiroBrenda S. Ferrariet al.2024ACS Fall 2024
Balancing Computational Chemistry's Green Potential With Its Environmental ImpactOliver SchilterTeodoro Lainoet al.2024ACS Fall 2024
Combining Bayesian optimization and automation to simultaneously optimize reaction conditions and routesOliver SchilterDaniel Pacheco Gutierrezet al.2024ACS Fall 2024
A Multimodal Transformer Model for comprehensive Structure ElucidationMarvin AlbertsOliver Schilteret al.2024ACS Fall 2024
Creating labs that learn through automated data managementAmol ThakkarAndrea Giovanniniet al.2023ACS Fall 2023