Toward Human-AI Co-creation to Accelerate Material DiscoveryDmitry ZubarevCarlos Raoni De Alencar Mendeset al.2022NeurIPS 2022
A Mamba-Based Foundation Model for ChemistryEmilio Ashton Vital BrazilEduardo Almeida Soareset al.2024NeurIPS 2024
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream TasksVictor ShirasunaEduardo Almeida Soareset al.2024NeurIPS 2024
A Multi-View Mixture-of-Experts based on Language and Graphs for Molecular Properties PredictionVictor ShirasunaEduardo Almeida Soareset al.2024ICML 2024
A Multi-View approach based on Graphs and Chemical Language Foundation Model for Molecular Properties PredictionEduardo Almeida SoaresAkihiro Kishimotoet al.2024AAAI 2024
Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property PredictionEduardo Almeida SoaresEmilio Ashton Vital Brazilet al.2023NeurIPS 2023
Capturing Formulation Design of Battery Electrolytes with Chemical Large Language ModelEduardo Almeida SoaresVidushi Sharmaet al.2023NeurIPS 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
MoLMamba: A Large State-Space-based Foundation Model for ChemistryEduardo Almeida SoaresVictor Shirasunaet al.2024ACS Fall 2024