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
16 results for Victor Yukio Shirasuna
A General Pipeline for LLM Finetune Ingestion of Scientific Tabular Data
- Victor Yukio Shirasuna
- Enzo Oliveira
- et al.
- 2026
- AAAI 2026
Workshop paperEmergent Pose-Invariance in 3D Molecular Representations via Multimodal Learning
- Eduardo Almeida Soares
- Victor Yukio Shirasuna
- 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 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 paperEmergent SO(3)-Invariant Molecular Representations from Multimodal Alignment
- Eduardo Almeida Soares
- Victor Yukio Shirasuna
- et al.
- 2025
- NeurIPS 2025
Workshop 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
PosterMulti-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
PaperA Foundation Model for Simulation-Grade Molecular Electron Densities
- Eduardo Almeida Soares
- Dmitry Zubarev
- et al.
- 2025
- ICLR 2025
Workshop paper