Lab automation, data modeling, and AI agents for accelerated catalyst discoveryNathaniel ParkMatteo Manicaet al.2023ACS Fall 2023
Creating labs that learn through automated data managementAmol ThakkarAndrea Giovanniniet al.2023ACS Fall 2023
Seeing the unseen: leveraging vision models to extract digital fingerprints of complex liquidsGianmarco GabrieliMatteo Manicaet al.2023ACS Fall 2023
Fueling the Digital Chemistry Revolution with Language ModelsAntonio CardinaleAlessandro Castrogiovanniet al.2023Chimia
Unifying Molecular and Textual Representations via Multi-task Language ModellingDimitrios ChristofidellisGiorgio Giannoneet al.2023ICML 2023
Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific languageNathaniel H. ParkMatteo Manicaet al.2023Nature Communications
A new era of collaborative experimentation enabled by multi-cloud and AI foundation modelsPatrick RuchAlain Vaucheret al.2023Future Labs Live 2023
Accelerating material design with the generative toolkit for scientific discoveryMatteo ManicaJannis Bornet al.2023npj Computational Materials
Growing Strings in a Chemical Reaction Space for Searching Retrosynthesis PathwaysFederico ZipoliCarlo Baldassariet al.2023MRS Spring Meeting 2023