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Lab shows a model discovering a new class of battery electrolyte, verified in wet lab
The supplementary data shows every failed candidate too, which is rare.
Researchers at the (fictional) Kestrel Materials Lab used a model-guided search to propose 40 electrolyte candidates; 3 performed better than the commercial baseline in lab tests.
Read it at the source
Cascadic Analysis 1
Investment ImpactMaterials discovery tools get a proof point
Where to jump in, or out? (Not financial advice.)
The first wet-lab-verified results will pull money toward AI-for-materials startups.
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Rabbit Holes
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What an electrolyte actually doesBatteries from first principles. · Quiet Signal Review · Swim · 30 min16