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Joint Development

We are excited about working together with partners to solve materials problems.

Partners

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In private partnerships with Auto Makers and Battery Manufacturers

Project Types

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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

IP

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We are flexible on IP arrangement.
The goal is to support customers to succeed.