Foundation models for materials discovery – current state and future directionsEdward Pyzer-knappMatteo Manicaet al.2025npj Computational Materials
Activity Recognition in Scientific Experimentation using Multimodal Visual EncodingGianmarco GabrieliIrina Espejo Moraleset al.2024Digital Discovery
Digital Fingerprinting of Complex Liquids Using a Reconfigurable Multi-Sensor System with Foundation ModelsGianmarco GabrieliMatteo Manicaet al.2024Advanced Science
Multimodal foundation models for more reproducible scientific experimentation and data capturePatrick RuchGianmarco Gabrieliet al.2024Future Labs Live 2024
Activity recognition in scientific experimentation using multimodal visual encodingGianmarco GabrieliIrina Espejo Moraleset al.2024Digital Discovery
Using Foundation Models to Promote Digitization and Reproducibility in Scientific ExperimentationAmol ThakkarAndrea Giovanniniet al.2023NeurIPS 2023
Accelerated estimation of chemical and sensory liquid attributes using an AI-assisted electrochemical electronic tongueGianmarco GabrieliPatrick Ruch2023ECS Meeting 2023
HyperTaste Lab – A notebook with machine learning pipeline for chemical sensor arraysGianmarco GabrieliMichal Muszynskiet al.2023Eurosensors 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