Publications

79 results for Emilio Vital Brazil

Multi-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.
A Mamba-Based Foundation Model for Materials
- 2025
- NPJ AI
SMI-TED: A large-scale foundation model for materials and chemistry
- 2025
- ICLR 2025
A Foundation Model for Simulation-Grade Molecular Electron Densities
- - Eduardo Almeida Soares
  - Dmitry Zubarev
  - et al.
- 2025
- ICLR 2025
Representing surfactants by foundation models
- - Eduardo Almeida Soares
  - Zeynep Sumer
  - et al.
- 2025
- ICLR 2025
Mol-Moe: A multi-view mixture-of-experts framework for molecular property prediction with SMILES, SELFIES, and graph representations
- 2025
- ACS Spring 2025
GMO-Mat: A foundation model-based generative multi-objective optimization framework for materials discovery
- - Carlos Raoni De Alencar Mendes
  - Leonardo Noia Nanci de Araujo Silva
  - et al.
- 2025
- ACS Spring 2025
Modeling electron density grids using a 3D VQ-GAN approach
- - Dmitry Zubarev
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- ACS Spring 2025
Uncertainty Characterization of Foundation Models for Reliable Applications in Materials and Chemistry
- - Emilio Ashton Vital Brazil
  - Priscilla Barreira Avegliano
  - et al.
- 2025
- ACS Spring 2025
Multimodal foundation model for aligning smiles representations with DFT electron density grids
- 2025
- ACS Spring 2025