Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
From Sparse Sensors to Continuous Fields: STRIDE for Spatiotemporal Reconstruction
Yanjie Tong, Peng Chen
Reconstructing high-dimensional spatiotemporal fields from sparse point-sensor measurements is a central challenge in learning parametric PDE dynamics. Existing approaches often st…
cs.LG2025
PolyMicros: Bootstrapping a Foundation Model for Polycrystalline Material Structure
Michael Buzzy, Andreas Robertson, Peng Chen +1
Recent advances in Foundation Models for Materials Science are poised to revolutionize the discovery, manufacture, and design of novel materials with tailored properties and respon…