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Author

Qiuliang Liu

3 papers indexed here

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Preprint Sep 2026

Generative crystallographic phasing through invariant relationships

Crystal structure determination requires the phases of scattered waves -- yet diffraction measures only their intensities. Direct methods exploit phase invariants but become less reliable as diffraction information diminishes. Learned phase prediction has lowered the resolution barrier, yet remains primarily confined t...

Qi Li, Rui Jiao, Li-Ming Wu et al. · 0 citations
#machine learning Preprint Oct 2026

EP-Flow: Disordered Crystal Structure Prediction without Site-Level Annotations

Generative models have made rapid progress in ordered crystal structure prediction, yet many functional materials are intrinsically disordered, with substitutional mixing, vacancies, or interstitial species controlling their properties. Existing crystal generators either assume deterministic site occupations or require...

Qiu-Liang Liu, Li-Ming Wu, Qi Li et al. · 0 citations
Open access Aug 2026

DSCAM‐AS1 Facilitates Osteosarcoma Progression via Regulating miR‐211‐5p/PDCD6 Axis

Among adolescents worldwide, osteosarcoma (OS) is one of the most frequently occurring cancers. DSCAM‐AS1, a recognized lncRNA, has been noted for its abnormal expression in the development of certain cancers, but its role in OS is still unclear. Quantification of DSCAM‐AS1, miR‐211‐5p, and PDCD6 expression was carried...

Qi Wang, Yunzheng Zhao, Long-Bao Shi et al. · 0 citations

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