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
Foundation Models and Multi-Agent Systems for Polymer and Catalyst DesignNathaniel ParkTiffany Callahanet al.2024MRS Fall Meeting 2024
An Open Multi-Modal Foundation Model for Materials and ChemistrySeiji TakedaIndra Priyadarsini Set al.2024MRS Fall Meeting 2024
Advancing Molecular Property Prediction through Multi-view Latent Space FusionEduardo Almeida SoaresAkihiro Kishimotoet 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
MatGFN-PFAS: An AI-driven approach for toxic PFAS replacementEduardo Almeida SoaresFlaviu Cipciganet al.2024ACS Spring 2024
Expanded Dataset for Improved Prediction of Chemical BiodegradabilityEduardo Almeida SoaresVictor Shirasunaet al.2023ACS Fall 2023