ABSTRACT The low bioavailability of phosphorus in soil is a significant limiting factor for crop production, and inoculation with phosphate-solubilizing bacteria (PSB) has been recognized as an effective method. In this study, two strains with high phosphate-solubilizing ability, namely, Pseudomonas veronii 1416X3 and...
Jing-Xue Zhang, Si-Si Li, Wen-Wen Ma et al.· Applied and Environmental Mi...· 0 citations
Transformer-based large language models often suffer from inter-layer parameter redundancy, where functional transformations are redundantly learned across network depths. We propose CS-MoE, a novel Transformer architecture featuring cross-layer expert sharing to address this inefficiency. Deviating from the widely use...
Dian Jiao, Jiaxin Duan, Shuai Zhao et al.· 0 citations
This paper proposes ViCo, a training framework for visual-oriented coding that employs iterative reflections to align generated chart images progressively with the reference and proposes an automatic, multifaceted evaluation framework that assesses charts'style, layout, and semantic consistency via a hierarchical heter...
Jiaxin Duan, Dian-Jiao-Shuai Zhao, Jia-Bing Leng et al.· 0 citations
Halomonas is demonstrated as a competitive non-sterilized platform to produce poly(3-hydroxybutyrate) (PHB) presenting a potential biomanufacturing scenario for the transformation of severely damaged agricultural debris.
Lei-Zhen Zhao, Lin Chen, Gao-Jie Sun et al.· ACS Sustainable Chemistry &a...· 0 citations
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