2 papers
cs.CL2025
Element2Vec: Build Chemical Element Representation from Text for Property Prediction
Yuanhao Li, Keyuan Lai, Tianqi Wang +3
Accurate property data for chemical elements is crucial for materials design and manufacturing, but many of them are difficult to measure directly due to equipment constraints. Whi…
cond-mat.soft2025
How Machine Learning Predicts Fluid Densities under Nanoconfinement
Yuanhao Li
Fluids under nanoscale confinement differ -- and often dramatically -- from their bulk counterparts. A notorious feature of nanoconfined fluids is their inhomogeneous density profi…