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cond-mat.mtrl-sci2024
Accelerating ab initio melting property calculations with machine learning: Application to the high entropy alloy TaVCrW
Li-Fang Zhu, Fritz Koermann, Qing Chen +3
Melting properties are critical for designing novel materials, especially for discovering high-performance, high-melting refractory materials. Experimental measurements of these pr…
cond-mat.mtrl-sci2024
Roadmap on Data-Centric Materials Science
Stefan Bauer, Peter Benner, Tristan Bereau +58
Science is and always has been based on data, but the terms "data-centric" and the "4th paradigm of" materials research indicate a radical change in how information is retrieved, h…