Mitigating AI ethical issues in scientific process by supporting knowledge triangulation and AI limitation awarenessJuliana Jansen FerreiraVinicius Seguraet al.2025ACS Spring 2025
Uncertainty Characterization of Foundation Models for Reliable Applications in Materials and ChemistryEmilio Ashton Vital BrazilPriscilla Barreira Aveglianoet al.2025ACS Spring 2025
Study planning assistant: Supporting material discovery with agentic workflowsViviane T. SilvaRenato Fontoura de Gusmao Cerqueiraet al.2025ACS Spring 2025
A Taxonomy of Methods, Tools, and Approaches for Enabling Collaborative AnnotationJoana SouzaJuliana Jansen Ferreiraet al.2023IHC 2023
An AI-assisted Workbench for Material DiscoveryEmilio Ashton Vital BrazilRenato Fontoura de Gusmao Cerqueiraet al.2023ACS Fall 2023
Predicting the need for XAI from high-granularity interaction dataVagner Figueredo de SantanaAna Fucset al.2023Int. J. Hum. Comput. Stud.
Human-AI Co-Creation Approach to Find Forever Chemicals ReplacementsJuliana Jansen FerreiraVinicius Seguraet al.2023CHI 2023
Position Paper on Dataset Engineering to Accelerate ScienceEmilio Ashton Vital BrazilEduardo Almeida Soareset al.2023AAAI 2023
Knowledge-augmented Risk Assessment (KaRA): a hybrid-intelligence framework for supporting knowledge-intensive risk assessment of prospect candidateCarlos Raoni De Alencar MendesEmilio Ashton Vital Brazilet al.2023AAAI 2023
Toward Human-AI Co-creation to Accelerate Material DiscoveryDmitry ZubarevCarlos Raoni De Alencar Mendeset al.2022NeurIPS 2022