2 papers
cs.LG2026
Toward a Multimodal Foundation Model for Plasma State Reconstruction
Bin Xia, Chuanfei Dong, Boting Li +9
Plasma experiments observe coupled physical states through sparse, heterogeneous, and incomplete diagnostics. We present a proof of concept toward a multimodal foundation model for…
astro-ph.GA2025
Multi-modal Foundation Model for Cosmological Simulation Data
Bin Xia, Nesar Ramachandra, Azton I. Wells +2
We present a multi-modal foundation model for astrophysical galaxy data, designed to map between simulation- and observation-based galactic features. Our encoder-only transformer f…