This is the best summary I could come up with:

That sounds simple enough, but designing an efficient perovskite silicon tandem solar cell isn’t easy because of its multi-layer architecture.

A Singapore-based company called Cosmos Innovation is making the process more efficient by using AI to optimize the design of perovskite silicon tandem solar cells and is using its tech to build a self-operating fab.

Instead of manual, trial-and-error based processes, Mobius uses AI to speed the experimental design, test and iteration loop of semiconductors.

Some of the challenges researchers have to solve before perovskite silicon tandem solar cell tech can be commercialized include stability and scaling up the technology, says Li.

Chandrasekhar says Mobius is Cosmos’ key to setting itself apart from competitors in the perovskite silicon tandem space, like Oxford PV and CubicPV, which is backed by Bill Gates’ Breakthrough Energy Ventures.

The application of Mobius to perovskite silicon tandem solar cells promises to deliver more cost-effective, reliable and efficient modules on an accelerated timeline.”

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