Scientific agents
Systems that use scientific tools, evaluate physical evidence, and accumulate reusable analytical expertise.
RESEARCH SCIENTIST · LONDON
From data to
materials discovery.
I’m Bin Cao, a Research Scientist at Huawei Noah’s Ark Lab in London, collaborating with Prof. Jun Wang. I build scientific agents and learning methods for materials research.
Scientific agentsCrystal learningBayesian optimization
PROJECT SPOTLIGHT · LED BY BIN CAO
Ganjiang 干将
A scientific agent that learns from experience. Connecting phase identification, mixture decomposition, and structure refinement through physical evidence.
RESEARCH DIRECTIONS
Connecting intelligence with evidence.
Crystal learning
Learning representations that connect diffraction signals, crystal structures, and material properties.
Bayesian optimization
Data-efficient experimental design to navigate complex materials spaces with fewer experiments.
SELECTED PUBLICATIONS
Recent research.
NOTES & MILESTONES