Tag: materials science
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Revolutionizing Material Discovery with Deep Learning: A Leap Forward in Scientific Advancement
In a groundbreaking study, researchers have harnessed the power of deep learning to significantly advance the field of material science. By scaling up machine learning for materials exploration through large-scale active learning, they have developed models that accurately predict material stability, leading to the discovery of a vast array of new materials. The Approach: GNoME…
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Self-Healing Ancient Roman Concrete: New Insights into Millennia-Old Durability
The ancient Romans were known for their impressive engineering feats, constructing vast networks of roads, aqueducts, ports, and buildings that have stood the test of time for over two millennia. One material that played a key role in these structures was concrete, with many ancient Roman concrete structures still standing today. In contrast, many modern…