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
Integrating ADME-Tox properties of PFAS described in public and private knowledge bases using WikidataGuilherme Augusto Ferreira LimaMarcelo Machadoet al.2024ACS Spring 2024
Advancing Molecular Property Prediction through Multi-view Latent Space FusionEduardo Almeida SoaresAkihiro Kishimotoet al.2024ACS Spring 2024
Lessons learned in Knowledge Extraction from Unstructured Data with LLMs for Material DiscoveryViviane T. SilvaJoão Pedro Gandarela de Souzaet al.2024ACS Spring 2024
Predictive Supremacy of Chemical Foundational Model for Battery ElectrolytesVidushi SharmaEduardo Almeida Soareset al.2023MRS Fall Meeting 2023
An AI-assisted Workbench for Material DiscoveryEmilio Ashton Vital BrazilRenato Fontoura de Gusmao Cerqueiraet al.2023ACS Fall 2023
Enhancing Molecular Properties Prediction through Multi-Stage Causal Feature SelectionEduardo Almeida SoaresKaren Fiorella Aquino Gutierrezet al.2023ACS Fall 2023
ALCHIMIA - Advanced Learning for Chemistry Interpretation and Integrated Molecule AnalysisEmilio Ashton Vital BrazilEduardo Almeida Soareset al.2024MRS Fall Meeting 2024
Expanded Dataset for Improved Prediction of Chemical BiodegradabilityEduardo Almeida SoaresVictor Shirasunaet al.2023ACS Fall 2023