Foundation models for materials discovery – current state and future directions
- Edward O. Pyzer-Knapp
- Matteo Manica
- et al.
- 2025
- npj Computational Materials
Review
Publications
53 results for Patrick Ruch
Digital Fingerprinting of Complex Liquids Using a Reconfigurable Multi-Sensor System with Foundation Models
- Gianmarco Gabrieli
- Matteo Manica
- et al.
- 2024
- Advanced Science
PaperMultimodal foundation models for more reproducible scientific experimentation and data capture
- Patrick Ruch
- Gianmarco Gabrieli
- et al.
- 2024
- Future Labs Live 2024
Invited talkActivity recognition in scientific experimentation using multimodal visual encoding
- Gianmarco Gabrieli
- Irina Espejo Morales
- et al.
- 2024
- Digital Discovery
PaperUsing Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation
- Amol Thakkar
- Andrea Giovannini
- et al.
- 2023
- NeurIPS 2023
Workshop paperAccelerated estimation of chemical and sensory liquid attributes using an AI-assisted electrochemical electronic tongue
- Gianmarco Gabrieli
- Patrick Ruch
- 2023
- ECS Meeting 2023
PosterHyperTaste Lab – A notebook with machine learning pipeline for chemical sensor arrays
- Gianmarco Gabrieli
- Michal Muszynski
- et al.
- 2023
- Eurosensors 2023
Short paperCreating labs that learn through automated data management
- Amol Thakkar
- Andrea Giovannini
- et al.
- 2023
- ACS Fall 2023
TalkSeeing the unseen: leveraging vision models to extract digital fingerprints of complex liquids
- Gianmarco Gabrieli
- Matteo Manica
- et al.
- 2023
- ACS Fall 2023
TalkA new era of collaborative experimentation enabled by multi-cloud and AI foundation models
- Patrick Ruch
- Alain Vaucher
- et al.
- 2023
- Future Labs Live 2023
Conference paper