The Magnet Hunter
Scientists trained AI to read 67,573 magnetic compounds and surfaced 25 rare-earth-free candidates – a possible escape from China’s grip on the modern electric motor.
Materials Science
Cold Rush
A neural network screened 1.3 million crystals, ruled out 99.4% of dead ends, and led chemists to two new superconductors. Inside AI’s hunt for zero resistance.
The Switchable Solvent
Columbia Engineering’s S3E process pulls lithium straight from brine without evaporation ponds — using a solvent that switches state at 158°F. Here’s how it works.
The Liquid Electric
Scientists watched electrons in graphene flow like a perfect, frictionless fluid — violating a 160-year-old law of physics by more than 200 times. The science is extraordinary.
MatterGen
MatterGen & the New Materials Race – Lisa Pedrosa Lisa Pedrosa Home AI Discoveries Journal TaCr₂O₆ AI-GENERATED CRYSTAL Energy &
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