Investigation of the large Magnetocaloric effect through DFT and Monte Carlo simulations in Cu- substituted MnCoGe

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One challenge is having enough training data. Another is that the training data needs to be free of contamination. For a model trained up till 1900, there needs to be no information from after 1900 that leaks into the data. Some metadata might have that kind of leakage. While it’s not possible to have zero leakage - there’s a shadow of the future on past data because what we store is a function of what we care about - it’s possible to have a very low level of leakage, sufficient for this to be interesting.

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根据日经中文网报道,松下(Panasonic)将从今年 4 月起,将欧洲和北美的电视销售业务正式移交给中国家电巨头创维集团,双方还将深化在产品研发和生产上的合作。

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