Publications

89 results for Matteo Manica

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
Using Domain Specific Languages to Enable Artificial Intelligence for Polymer and Catalyst Design
- - Nathaniel Park
  - Jannis Born
  - et al.
- 2024
- MRS Spring Meeting 2024
Activity recognition in scientific experimentation using multimodal visual encoding
- - Gianmarco Gabrieli
  - Irina Espejo Morales
  - et al.
- 2024
- Digital Discovery
Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation
- - Amol Thakkar
  - Andrea Giovannini
  - et al.
- 2023
- NeurIPS 2023
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection
- - Daniele Comi
  - Dimitrios Christofidellis
  - et al.
- 2023
- EMNLP 2023
In-silico Polymer Generation using fine-tuned Regression Transformers with Open Reference Data
- - Ronaldo Giro
  - Hsiang Han Hsu
  - et al.
- 2023
- MRS Fall Meeting 2023
Enzeptional: enzyme optimization via a generative language modeling-based evolutionary algorithm
- - Yves Gaetan Nana Teukam
  - Federico Zipoli
  - et al.
- 2023
- MRS Fall Meeting 2023
HyperTaste Lab – A notebook with machine learning pipeline for chemical sensor arrays
- - Gianmarco Gabrieli
  - Michal Muszynski
  - et al.
- 2023
- Eurosensors 2023
Growing strings in a chemical reaction space for searching retrosynthesis pathways
- - Federico Zipoli
  - Carlo Baldassari
  - et al.
- 2023
- ChemRxiv