Publications

45 results for Eduardo Almeida Soares

Uncertainty Analysis of Molecular Quantum Properties Prediction Using Chemical Foundation Models
- - Siya Kunde
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- ACS Spring 2025
Poster
Uncertainty Analysis in Predicting Molecular Properties Using Chemical Foundation Models
- - Siya Kunde
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- AAAI 2025
Workshop paper
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks
- - Victor Shirasuna
  - Eduardo Almeida Soares
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
A Large Encoder-Decoder Polymer-Based Foundation Model
- - Eduardo Almeida Soares
  - Nathaniel Park
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
SELF-BART : A Transformer-based Molecular Representation Model using SELFIES
- - Indra Priyadarsini S
  - Seiji Takeda
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
A Mamba-Based Foundation Model for Chemistry
- - Emilio Ashton Vital Brazil
  - Eduardo Almeida Soares
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Multi-View Mixture-of-Experts for Predicting Molecular Properties Using SMILES, SELFIES, and Graph-Based Representations
- - Eduardo Almeida Soares
  - Indra Priyadarsini S
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Advancing Open-Source AI in Chemistry and Materials—From Foundation Models to Integrated Frameworks to Solve Global Challenges
- - Kristin Schmidt
  - Eduardo Almeida Soares
  - et al.
- 2024
- MRS Fall Meeting 2024
Invited talk
Foundation Models and Multi-Agent Systems for Polymer and Catalyst Design
- - Nathaniel Park
  - Tiffany Callahan
  - et al.
- 2024
- MRS Fall Meeting 2024
Talk
An Open Multi-Modal Foundation Model for Materials and Chemistry
- - Seiji Takeda
  - Indra Priyadarsini S
  - et al.
- 2024
- MRS Fall Meeting 2024
Talk