Combining an integrated sensor array with machine learning for the simultaneous quantification of multiple cations in aqueous mixtures G Gabrieli, R Hu, K Matsumoto, Y Temiz, S Bissig, A Cox, R Heller, ... Analytical chemistry 93 (50), 16853-16861, 2021 | 19 | 2021 |
Accelerated estimation of coffee sensory profiles using an AI-assisted electronic tongue G Gabrieli, M Muszynski, E Thomas, D Labbe, PW Ruch Innovative Food Science & Emerging Technologies 82, 103205, 2022 | 7 | 2022 |
A reconfigurable integrated electronic tongue and its use in accelerated analysis of juices and wines G Gabrieli, M Muszynski, PW Ruch 2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN), 1-3, 2022 | 5 | 2022 |
Feature importance methods unveiling the cross-sensitive response of an integrated sensor array to quantify major cations in drinking water G Gabrieli, M Muszynski, PW Ruch 2022 IEEE Sensors, 1-4, 2022 | 1 | 2022 |
Quantification of Multi-Ion Mixtures Using a Machine Learning Assisted Integrated Electronic Tongue Leveraging Mobile and Cloud Platforms G Gabrieli, R Hu, K Matsumoto, Y Temiz, S Bissig, R Heller, A Lopez, ... Electrochemical Society Meeting Abstracts 239, 1324-1324, 2021 | 1 | 2021 |
Multimodal foundation models for more reproducible scientific experimentation and data capture P Ruch, G Gabrieli, IE Morales, D Christofidellis, M Graziani, A Giovannini, ... Future Labs Live, 2024 | | 2024 |
HyperTaste Lab—A Notebook with a Machine Learning Pipeline for Chemical Sensor Arrays G Gabrieli, M Muszynski, M Manica, J Cadow-Gossweiler, PW Ruch Proceedings 97 (1), 67, 2024 | | 2024 |
(General Student Poster Award Winner, 1st Place) Accelerated Estimation of Chemical and Sensory Liquid Attributes Using an AI-Assisted Electrochemical … G Gabrieli Electrochemical Society Meeting Abstracts 244, 3188-3188, 2023 | | 2023 |
Leveraging an AI-Assisted Electrochemical Sensor Array to Visualize Digital Fingerprints of Complex Liquids G Gabrieli, M Manica, P Ruch Electrochemical Society Meeting Abstracts 244, 2919-2919, 2023 | | 2023 |
Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation A Thakkar, A Giovannini, A Foncubierta, C Baldassari, D Christofidellis, ... NeurIPS 2023 AI for Science Workshop, 2023 | | 2023 |
Accelerated estimation of chemical and sensory liquid attributes using an AI-assisted electrochemical electronic tongue G Gabrieli, P Ruch Meeting of the Electrochemical Society, 2023 | | 2023 |
Seeing the unseen: leveraging vision models to extract digital fingerprints of complex liquids G Gabrieli, M Manica, P Ruch American Chemical Society (ACS) Fall Meeting, 2023 | | 2023 |
Characterizing liquids based on features extracted from time-dependent, differential signal measurements P Ruch, G Gabrieli, R Hu US Patent App. 17/645,383, 2023 | | 2023 |
Electronic noses and tongues: current trends and future needs G Gabrieli, M Muszynski, P Ruch Digital Sensory Science, 117-133, 2023 | | 2023 |
Live Demonstration: An AI-assisted e-tongue for fast and portable fingerprinting of liquids M Muszynski, G Gabrieli, L Zimmerli, Y Temiz, R Heller, A Cox, ... 2022 IEEE Sensors, 1-1, 2022 | | 2022 |
Electrochemical fingerprinting of liquids using cross-sensitive polymers arrays and machine learning G Gabrieli Politecnico di Torino, 2019 | | 2019 |