Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation
- 2023
- NeurIPS 2023
Bio
Patrick Ruch is Senior Research Scientist at IBM Research Europe - Zurich and member of the team developing AI for Scientific Discovery. Dr. Ruch's main research interest lies in exploring and demonstrating concepts for the data-driven and AI-enabled lab of the future. He is also the Principal Investigator of HyperTaste, a research showcase for AI-assisted chemical sensing of complex liquids. Dr. Ruch studied materials science at the Swiss Federal Institute of Technology (ETH) Zurich and received his Ph.D. degree in 2009 from the same institution for his work performed at the Paul Scherrer Institut (PSI) on electrochemical capacitors. At IBM, he has led research projects on energy-efficient computing systems and sustainable energy technologies, and served as Technical Assistant to the Vice President of IBM Research Europe & Africa and global research strategies in Accelerated Discovery and Security.
Publications
Accelerated estimation of chemical and sensory liquid attributes using an AI-assisted electrochemical electronic tongue
- 2023
- ECS Meeting 2023
HyperTaste Lab – A notebook with machine learning pipeline for chemical sensor arrays
- 2023
- Eurosensors 2023
Creating labs that learn through automated data management
- 2023
- ACS Fall 2023
Seeing the unseen: leveraging vision models to extract digital fingerprints of complex liquids
- 2023
- ACS Fall 2023
A new era of collaborative experimentation enabled by multi-cloud and AI foundation models
- Patrick Ruch
- Alain Vaucher
- et al.
- 2023
- Future Labs Live 2023
Accelerated estimation of coffee sensory profiles using an AI-assisted electronic tongue
- Gianmarco Gabrieli
- Michal Muszynski
- et al.
- 2022
- IFSET
Accelerated estimation of coffee sensory profiles using an AI-assisted electronic tongue
- 2022
- IFSET
Feature importance methods unveiling the cross-sensitive response of an integrated sensor array to quantify major cations in drinking water
- Gianmarco Gabrieli
- Michal Muszynski
- et al.
- 2022
- SENSORS 2022
Live Demonstration: An AI-assisted e-tongue for fast and portable fingerprinting of liquids
- 2022
- SENSORS 2022
Patents
- 05 Oct 2023
- JP
- 7362197
- 29 May 2023
- US
- 11660026
- 29 May 2023
- US
- 11662124
- 19 Apr 2023
- DE
- 11 2018 005 405
- 03 Apr 2023
- JP
- 7256821
- 19 Dec 2022
- JP
- 7197961
- 14 Nov 2022
- US
- 11498063
- 08 Nov 2022
- GB
- 2596445
- 12 Sep 2022
- CN
- ZL2018 8 0070019.X
- 08 Aug 2022
- US
- 11406299
Projects
AI for Scientific Discovery
Creating the AI-enabled lab for a new era of reproducible and collaborative experimentation
Lab that Learns
Leveraging AI foundation models and multi-cloud computing to usher in a new era of reproducible and collaborative experimentation for scientific discovery.
Top collaborators
MM
Matteo Manica
Senior Research Scientist
GG
Gianmarco Gabrieli
Pre-Doctoral Researcher
TL
Teodoro Laino
Distinguished RSM, Manager
AT
Amol Thakkar
Research Scientist