Mitigating AI ethical issues in scientific process by supporting knowledge triangulation and AI limitation awarenessJuliana Jansen FerreiraVinicius Seguraet al.2025ACS Spring 2025
Open-source large-scale foundation model for chemistryEduardo Almeida SoaresEmilio Ashton Vital Brazilet al.2025ACS Spring 2025
Comparative Study of Open-source LLMs for text classification and knowledge extraction in the Material Discovery DomainViviane T. SilvaAnaximandro Souzaet al.2025ACS Spring 2025
Study planning assistant: Supporting material discovery with agentic workflowsViviane T. SilvaRenato Fontoura de Gusmao Cerqueiraet al.2025ACS Spring 2025
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream TasksVictor ShirasunaEduardo Almeida Soareset al.2024NeurIPS 2024
A Mamba-Based Foundation Model for ChemistryEmilio Ashton Vital BrazilEduardo Almeida Soareset al.2024NeurIPS 2024
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literatureViviane T. SilvaAlexandre Rademakeret al.2024NeurIPS 2024
Advancing Open-Source AI in Chemistry and Materials—From Foundation Models to Integrated Frameworks to Solve Global ChallengesKristin SchmidtEduardo Almeida Soareset al.2024MRS Fall Meeting 2024
ALCHIMIA - Advanced Learning for Chemistry Interpretation and Integrated Molecule AnalysisEmilio Ashton Vital BrazilEduardo Almeida Soareset al.2024MRS Fall Meeting 2024