الباحثون

Qianxiao Li

المنشورات 1

نسخة أولية وصول مفتوح

Learning ab initio phase-field models

Mengyi Chen, Peichen Zhong, Zihan Zhang وآخرون · 2026

Simulating microstructure evolution requires quantum-mechanical accuracy and mesoscopic reach in length and time scales, a combination that no current method achieves. Classical phase-field models provide this reach, but their accuracy is limited by phenomenological free energies and mobilities. Here we develop a frame …

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