Leveraging multi-textual representation of molecules on a large encoder-decoder foundation models for materials
- Victor Yukio Shirasuna
- Emilio Ashton Vital Brazil
- et al.
- 2025
- ACS Fall 2025
Poster
Publications
91 results for Emilio Ashton Vital Brazil
An open-source family of large encoder-decoder foundation models for chemistry
- Eduardo Soares
- Emilio Vital Brazil
- et al.
- 2025
- Communications Chemistry
PaperMulti-View Mixture-of-Experts for predicting molecular properties using SMILES, SELFIES, and graph-based representations
- Eduardo Almeida Soares
- Victor Yukio Shirasuna
- et al.
- 2025
- Machine Learning: Science and Tech.
PaperA Mamba-Based Foundation Model for Materials
- Eduardo Almeida Soares
- Emilio Ashton Vital Brazil
- et al.
- 2025
- NPJ AI
PaperEnhancing federated averaging of self-supervised monocular depth estimators for autonomous vehicles with Bayesian optimization
- Elton F. de S. Soares
- Emilio Vital Brazil
- et al.
- 2025
- Future Generation Computer Systems
PaperSMI-TED: A large-scale foundation model for materials and chemistry
- Eduardo Almeida Soares
- Emilio Ashton Vital Brazil
- et al.
- 2025
- ICLR 2025
Workshop paperA Foundation Model for Simulation-Grade Molecular Electron Densities
- Eduardo Almeida Soares
- Dmitry Zubarev
- et al.
- 2025
- ICLR 2025
Workshop paperRepresenting surfactants by foundation models
- Eduardo Almeida Soares
- Zeynep Sumer
- et al.
- 2025
- ICLR 2025
Workshop paperMol-Moe: A multi-view mixture-of-experts framework for molecular property prediction with SMILES, SELFIES, and graph representations
- Victor Yukio Shirasuna
- Emilio Ashton Vital Brazil
- et al.
- 2025
- ACS Spring 2025
TalkModeling electron density grids using a 3D VQ-GAN approach
- Dmitry Zubarev
- Emilio Ashton Vital Brazil
- et al.
- 2025
- ACS Spring 2025
Talk