Towards a Foundation Model for Partial Differential Equations Across Physics Domains
- Eduardo Almeida Soares
- Emilio Ashton Vital Brazil
- et al.
- 2026
- AAAI 2026
Workshop paper
Publications
90 results for Emilio Ashton Vital Brazil
A General Pipeline for LLM Finetune Ingestion of Scientific Tabular Data
- Victor Yukio Shirasuna
- Enzo Oliveira
- et al.
- 2026
- AAAI 2026
Workshop paperEmergent SO(3)-Invariant Molecular Representations from Multimodal Alignment
- Eduardo Almeida Soares
- Victor Yukio Shirasuna
- et al.
- 2025
- NeurIPS 2025
Workshop paperFoundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices
- Vidushi Sharma
- Andy Tek
- et al.
- 2025
- NeurIPS 2025
Workshop paperA Large Multimodal Molecular Representation Encoder-Decoder Foundation Model for Chemistry
- Victor Yukio Shirasuna
- Emilio Ashton Vital Brazil
- et al.
- 2025
- NeurIPS 2025
Workshop paperEmergent Pose-Invariance in 3D Molecular Representations via Multimodal Learning
- Eduardo Almeida Soares
- Victor Yukio Shirasuna
- et al.
- 2025
- NeurIPS 2025
Workshop paperFrom Descriptions to Chemical Hazards: Predicting Persistence, Bioaccumulation, and Toxicity from Natural Language Using LLMs
- 2025
- NeurIPS 2025
Workshop paperToken-Level Early Fusion Model Bridging Text and 3D Electron Density Grids in Chemistry
- Eduardo Almeida Soares
- Emilio Ashton Vital Brazil
- et al.
- 2025
- NeurIPS 2025
Workshop paperScientific research with AI co-participation in chemistry: Prompt engineering and AI ethical challenges in the scientific discovery process
- Juliana Jansen Ferreira
- Vinicius Segura
- et al.
- 2025
- ACS Fall 2025
Conference paperLeveraging 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