Preprint
Jul 2026
Active rejection enables reliable generalization of universal machine-learning interatomic potentials
Adaptive Multi-Teacher Routing is established as an effective mechanism for converting multiple pretrained uMLIPs into a scalable and reliable data-construction system for high-fidelity uMLIPs.
Mingxiang Luo, Xinnan Mao, Lu Wang et al.
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