An open-source family of large encoder-decoder foundation models for chemistry
- Eduardo Soares
- Emilio Vital Brazil
- et al.
- 2025
- Communications Chemistry
Publications
99 results for Renato Fontoura de Gusmao Cerqueira
Mitigating AI ethical issues in scientific process by supporting knowledge triangulation and AI limitation awareness
- Juliana Jansen Ferreira
- Vinicius Segura
- et al.
- 2025
- ACS Spring 2025
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
Open-source large-scale foundation model for chemistry
- Eduardo Almeida Soares
- Emilio Ashton Vital Brazil
- et al.
- 2025
- ACS Spring 2025
PFACTS: Faster solutions for forever chemicals
- Dan Sanders
- Brandi Ransom
- et al.
- 2025
- ACS Spring 2025
Study planning assistant: Supporting material discovery with agentic workflows
- Viviane T. Silva
- Renato Fontoura de Gusmao Cerqueira
- et al.
- 2025
- ACS Spring 2025
Causality-driven feature selection and domain adaptation for enhancing chemical foundation models in downstream tasks
- Eduardo Soares
- Victor Yukio Shirasuna
- et al.
- 2025
- Machine Learning Science and Technology
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks
- Victor Shirasuna
- Eduardo Almeida Soares
- et al.
- 2024
- NeurIPS 2024
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
- Viviane T. Silva
- Alexandre Rademaker
- et al.
- 2024
- NeurIPS 2024
A Mamba-Based Foundation Model for Chemistry
- Emilio Ashton Vital Brazil
- Eduardo Almeida Soares
- et al.
- 2024
- NeurIPS 2024