Catalysts Synthesis Procedures Extraction from Synthesis Paragraphs using Large Language Models
- Daniel Pereira Costa
- Matteo Manica
- et al.
- 2024
- ICCatalysts 2024
Short paper
Publications
90 results for Matteo Manica
Multimodal foundation models for more reproducible scientific experimentation and data capture
- Patrick Ruch
- Gianmarco Gabrieli
- et al.
- 2024
- Future Labs Live 2024
Invited talkPredicting polymerization reactions via transfer learning using chemical language models
- Brenda S. Ferrari
- Matteo Manica
- et al.
- 2024
- npj Computational Materials
PaperGrowing strings in a chemical reaction space for searching retrosynthesis pathways
- Federico Zipoli
- Carlo Baldassari
- et al.
- 2024
- npj Computational Materials
PaperUsing Domain Specific Languages to Enable Artificial Intelligence for Polymer and Catalyst Design
- 2024
- MRS Spring Meeting 2024
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 paperZero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection
- Daniele Comi
- Dimitrios Christofidellis
- et al.
- 2023
- EMNLP 2023
Conference paperIn-silico Polymer Generation using fine-tuned Regression Transformers with Open Reference Data
- Ronaldo Giro
- Hsiang Han Hsu
- et al.
- 2023
- MRS Fall Meeting 2023
TalkEnzeptional: enzyme optimization via a generative language modeling-based evolutionary algorithm
- Yves Gaetan Nana Teukam
- Federico Zipoli
- et al.
- 2023
- MRS Fall Meeting 2023
Poster