Publications

22 results for Ronaldo Giro

Improving Polymer Property Predictions with Geometric Information in Equivariant Graph Neural Networks
- - Ronaldo Giro
  - Thiago Reschutzegger
  - et al.
- 2025
- ACS Fall 2025
Talk
Comparative Study of Open-source LLMs for text classification and knowledge extraction in the Material Discovery Domain
- - Viviane T. Silva
  - Anaximandro Souza
  - et al.
- 2025
- ACS Spring 2025
Talk
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
- - Viviane T. Silva
  - Alexandre Rademaker
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Dataset of Reticular Materials' Syntheses Automatically Created from PDFs by using LLMs
- - Viviane T. Silva
  - Rodrigo Neumann Barros Ferreira
  - et al.
- 2024
- ACS Fall 2024
Talk
Predicting polymerization reactions via transfer learning using chemical language models
- - Ronaldo Giro
  - Brenda S. Ferrari
  - et al.
- 2024
- ACS Fall 2024
Talk
Pore-scale flow simulator for studying carbon dioxide capillary trapping under varying wettability scenarios
- - Jaione Tirapu Azpiroz
  - Rodrigo Neumann Barros Ferreira
  - et al.
- 2024
- LAMIC 2024
Invited talk
CO₂ capillary trapping under varying wettability scenarios
- - Jaione Tirapu Azpiroz
  - Rodrigo Neumann Barros Ferreira
  - et al.
- 2024
- APS March Meeting 2024
Talk
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
Talk
Geometry evolution of porous media due to coupled reactive-transport processes within capillary networks
- - David Alejandro Lazo Vasquez
  - Jaione Tirapu Azpiroz
  - et al.
- 2023
- ACS Fall 2023
Talk
Automatic, physical data extraction from scientific publications for application to generative molecular design in computational materials discovery
- - Ronaldo Giro
  - Mohab Elkaref
  - et al.
- 2023
- APS March Meeting 2023
Talk