Foundation models for materials discovery – current state and future directions
- Edward Pyzer-knapp
- Matteo Manica
- et al.
- 2025
- npj Computational Materials
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86 results for Matteo Manica
Activity Recognition in Scientific Experimentation using Multimodal Visual Encoding
- Gianmarco Gabrieli
- Irina Espejo Morales
- et al.
- 2024
- Digital Discovery
Language models can identify enzymatic binding sites in protein sequences
- Yves Gaetan Nana Teukam
- Loïc Kwate Dassi
- et al.
- 2024
- Computational And Structural Biotechnology Journal
Digital Fingerprinting of Complex Liquids Using a Reconfigurable Multi-Sensor System with Foundation Models
- Gianmarco Gabrieli
- Matteo Manica
- et al.
- 2024
- Advanced Science
Predicting polymerization reactions via transfer learning using chemical language models
- Ronaldo Giro
- Brenda S. Ferrari
- et al.
- 2024
- ACS Fall 2024
Catalysts Synthesis Procedures Extraction from Synthesis Paragraphs using Large Language Models
- Daniel Pereira Costa
- Matteo Manica
- et al.
- 2024
- ICCatalysts 2024
Multimodal foundation models for more reproducible scientific experimentation and data capture
- Patrick Ruch
- Gianmarco Gabrieli
- et al.
- 2024
- Future Labs Live 2024
Predicting polymerization reactions via transfer learning using chemical language models
- Brenda S. Ferrari
- Matteo Manica
- et al.
- 2024
- npj Computational Materials
Predicting polymerization reactions via transfer learning using chemical language models
- Brenda de Souza Ferrari
- Matteo Manica
- et al.
- 2024
- npj Computational Materials
Growing strings in a chemical reaction space for searching retrosynthesis pathways
- Federico Zipoli
- Carlo Baldassari
- et al.
- 2024
- npj Computational Materials