Foundation Models and Multi-Agent Systems for Polymer and Catalyst Design
- Nathaniel Park
- Tiffany Callahan
- et al.
- 2024
- MRS Fall Meeting 2024
Publications
85 results for Emilio Vital Brazil
ALCHIMIA - Advanced Learning for Chemistry Interpretation and Integrated Molecule Analysis
- 2024
- MRS Fall Meeting 2024
SELF-BART : A Transformer-based Molecular Representation Model using SELFIES
- 2024
- arXiv
Leveraging Bayesian Optimization to Enhance Self-Supervised Federated Learning of Monocular Depth Estimators
- Elton Figueiredo de Souza Soares
- Emilio Ashton Vital Brazil
- et al.
- 2024
- ITSC 2024
MoLMamba: A Large State-Space-based Foundation Model for Chemistry
- Eduardo Almeida Soares
- Victor Shirasuna
- et al.
- 2024
- ACS Fall 2024
Advanced Learning for Chemistry Interpretation and Integrated Molecule
- 2024
- ACS Fall 2024
A Multi-View Mixture-of-Experts based on Language and Graphs for Molecular Properties Prediction
- Victor Shirasuna
- Eduardo Almeida Soares
- et al.
- 2024
- ICML 2024
Advancing Molecular Property Prediction through Multi-view Latent Space Fusion
- Eduardo Almeida Soares
- Akihiro Kishimoto
- et al.
- 2024
- ACS Spring 2024
MatGFN-PFAS: An AI-driven approach for toxic PFAS replacement
- Eduardo Almeida Soares
- Flaviu Cipcigan
- et al.
- 2024
- ACS Spring 2024
A Multi-View approach based on Graphs and Chemical Language Foundation Model for Molecular Properties Prediction
- Eduardo Almeida Soares
- Akihiro Kishimoto
- et al.
- 2024
- AAAI 2024