A Mamba-Based Foundation Model for Materials
- Eduardo Almeida Soares
- Emilio Ashton Vital Brazil
- et al.
- 2025
- NPJ AI
Publications
88 results for Emilio Ashton Vital Brazil
Enhancing 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
Representing surfactants by foundation models
- Eduardo Almeida Soares
- Zeynep Sumer
- et al.
- 2025
- ICLR 2025
SMI-TED: A large-scale foundation model for materials and chemistry
- Eduardo Almeida Soares
- Emilio Ashton Vital Brazil
- et al.
- 2025
- ICLR 2025
A Foundation Model for Simulation-Grade Molecular Electron Densities
- Eduardo Almeida Soares
- Dmitry Zubarev
- et al.
- 2025
- ICLR 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
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
Multimodal foundation model for aligning smiles representations with DFT electron density grids
- Emilio Ashton Vital Brazil
- Eduardo Almeida Soares
- 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
Mol-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