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Although quantum computers are not yet good enough for Phasecraft to apply the algorithm, it could in theory reveal ways to tweak strontium vanadate’s structure and improve batteries.

Psittacinite is a vanadate of lead and copper, which occurs associated with gold, lead, and copper minerals at several mines in Silver Star district, Montana.

Vanadinite, a lead-vanadate, and descloizite, a vanadate of copper or lead, are found in the oxide zones of a number of lead and copper deposits in the southwestern United States and Mexico.

In one such analysis, Phasecraft researchers found that their new algorithm should require 1 million–fold fewer computational steps than existing VQEs to accurately model strontium vanadate, a promising new battery electrode material.