Multimodal foundation models for more reproducible scientific experimentation and data capture
- Patrick Ruch
- Gianmarco Gabrieli
- et al.
- 2024
- Future Labs Live 2024
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84 results for Matteo Manica
MPEGO: A toolkit for multi-level performance evaluation of generative models for material discovery domains
- Girmaw Abebe Tadesse
- Jannis Born
- et al.
- 2022
- KDD 2022
Digital Fingerprinting of Complex Liquids Using a Reconfigurable Multi-Sensor System with Foundation Models
- Gianmarco Gabrieli
- Matteo Manica
- et al.
- 2024
- Advanced Science
Activity recognition in scientific experimentation using multimodal visual encoding
- Gianmarco Gabrieli
- Irina Espejo Morales
- et al.
- 2024
- Digital Discovery
Fueling the Digital Chemistry Revolution with Language Models
- Antonio Cardinale
- Alessandro Castrogiovanni
- et al.
- 2023
- Chimia
Chemical representation learning for toxicity prediction
- Jannis Born
- Greta Markert
- et al.
- 2023
- Digital Discovery
Automated patent classification for crop protection via domain adaptation
- Dimitrios Christofidellis
- Marzena Maria Lehmann
- et al.
- 2023
- Appl. AI Lett.
On the Choice of Active Site Sequences for Kinase-Ligand Affinity Prediction
- Jannis Born
- Yoel Shoshan
- et al.
- 2022
- J. Chem. Inf. Model.
PCfun: a hybrid computational framework for systematic characterization of protein complex function
- Varun S Sharma
- Andrea Fossati
- et al.
- 2022
- Briefings in Bioinformatics
Active Site Sequence Representations of Human Kinases Outperform Full Sequence Representations for Affinity Prediction and Inhibitor Generation: 3D Effects in a 1D Model
- Jannis Born
- Tien Huynh
- et al.
- 2021
- J. Chem. Inf. Model.