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Combining high-quality, humanly curated data with language models: the dawn of on-demand machine learning models for digital chemistryAlain VaucherFiona Shortt de Hernandezet al.2022ACS Fall 2022
Guiding multistep retrosynthesis planning with continuous pathway representationsJannis BornMatteo Manicaet al.2022ACS Fall 2022
Large scale density estimation with polynomial expansions and Johnson-Lindenstrauss transformationsAleksandros SobczykTeodoro Lainoet al.2022ACS Fall 2022
Towards an Approximation-Aware Computational Workflow Framework for Accelerating Large-Scale Discovery TasksMichael A. JohnstonVassils Vassiliadis2022ApPLIED 2022
Fast, Transparent, and High-Fidelity Memoization Cache-Keys for Computational WorkflowsVassilis VassiliadisMichael A. Johnstonet al.2022SCC 2022
Identification of Enzymatic Active Sites with Unsupervised Language ModelingMatteo ManicaLoic Kwate Dassiet al.2022ISGC 2022
Learning from literature-extracted synthesis actions for organic synthesisAlain VaucherPhilippe Schwalleret al.2022AMLD EPFL 2022
Molecular transformer-aided biocatalysed synthesis planningDaniel ProbstMatteo Manicaet al.2022ACS Spring 2022
Identification of enzymatic active sites with unsupervised language modellingLoic Kwate DassiMatteo Manicaet al.2022ACS Spring 2022