Foundation models for materials discovery – current state and future directions
- Edward Pyzer-knapp
- Matteo Manica
- et al.
- 2025
- npj Computational Materials
Publications
54 results for Patrick Ruch
Activity Recognition in Scientific Experimentation using Multimodal Visual Encoding
- Gianmarco Gabrieli
- Irina Espejo Morales
- et al.
- 2024
- Digital Discovery
Digital Fingerprinting of Complex Liquids Using a Reconfigurable Multi-Sensor System with Foundation Models
- Gianmarco Gabrieli
- Matteo Manica
- et al.
- 2024
- Advanced Science
Multimodal foundation models for more reproducible scientific experimentation and data capture
- Patrick Ruch
- Gianmarco Gabrieli
- et al.
- 2024
- Future Labs Live 2024
Activity recognition in scientific experimentation using multimodal visual encoding
- Gianmarco Gabrieli
- Irina Espejo Morales
- et al.
- 2024
- Digital Discovery
Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation
- Amol Thakkar
- Andrea Giovannini
- et al.
- 2023
- NeurIPS 2023
Accelerated estimation of chemical and sensory liquid attributes using an AI-assisted electrochemical electronic tongue
- Gianmarco Gabrieli
- Patrick Ruch
- 2023
- ECS Meeting 2023
HyperTaste Lab – A notebook with machine learning pipeline for chemical sensor arrays
- Gianmarco Gabrieli
- Michal Muszynski
- et al.
- 2023
- Eurosensors 2023
Seeing the unseen: leveraging vision models to extract digital fingerprints of complex liquids
- Gianmarco Gabrieli
- Matteo Manica
- et al.
- 2023
- ACS Fall 2023
Creating labs that learn through automated data management
- Amol Thakkar
- Andrea Giovannini
- et al.
- 2023
- ACS Fall 2023