SynthesisRobots prepare and test samples
Automated systems heat, mix, cool samples to exact specs, run immediate tests.
Data standardizationAll results feed one database
Crystal structure, mechanical properties, chemistry go into one standard database.
AI iterationMachine learning picks next experiment
AI learns how composition affects desired properties, picks most efficient next test.
Goal settingScientists define optimization targets
Input a performance goal (strength, thermal stability) and AI runs hundreds autonomously.