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InvDesMobility: a reliability-gated first-principles feedback framework for closed-loop materials discovery

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InvDesMobility: a reliability-gated first-principles feedback framework for closed-loop materials discovery 论文配图

Wen-Kao Li*, Ze-Feng Gao*#, Peng-Jie Guo, Wei Ji, Zhong-Yi Lu#

Arxiv, 2026

摘要

In this work, we present InvDesMobility, a reliability-gated first-principles feedback framework that integrates multi-agent automated DFT, evidence stratification, generative structure proposal, acquisition ranking, and auditable release for closed-loop inverse design, screening 2.4 million structures and retaining reliability-gated high-mobility candidates.