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Lasers, Levitation and Machine Learning Make Better Heat-Resistant Materials Argonne scientists across several disciplines have combined forces to create a new process for testing and predicting the effects of high temperatures on refractory oxides. Cast iron melts at around 1,200 degrees Celsius. Stainless steel melts at around 1,520 degrees Celsius. If you want to shape these materials into everyday objects, like the skillet in your kitchen or the surgical tools used by doctors, it stands to reason that you would need to create furnaces and molds out of something that can withstand even these extreme temperatures. That’s where refractory oxides come in. These ceramic materials can stand up to blistering heat and retain their shape, which makes them useful for all kinds of things, from kilns and nuclear reactors to the heat-shielding tiles on spacecraft. But considering the often-dangerous environments in which

Leighanne gallingtonMarius stanGanesh sivaramanChris benmoreLaboratory computing resource center at argonneOffice of science user facility at argonneArgonnex ray science divisionArgonne national laboratoryUs department of energyOffice of science user facilityIntelligent materials designApplied materialsData scienceArgonne leadership computing facilityScience userX ray science