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Joint Development
We are excited about working together with partners to solve materials problems.
Partners
In private partnerships with Auto Makers and Battery Manufacturers
Project Types
Optimize formulated materials
Examples
Battery electrolytes
Battery electrodes
Surfactants
Catalysts
Number of parameters: On the order of 10²
Optimize manufacturing process space
Examples
Water content spec
Coating anneal condition
Number of parameters: On the order of 10²
Optimize manufacturing process space
Examples
Battery cells (energy density, power density, cycle life, and cost)
Electrochromic glass (transmission range, color, switching speed and durability)
Number of parameters: On the order of 10³
Optimize manufacturing process space
Examples
Robotic high-throughput sample preparation and testing
Battery performance early diagnosis
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