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交通大模型重塑智慧交通的创新格局与生态演进
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作者 姜桂圆 于彦伟 +3 位作者 贺佩兰 董军宇 仲国强 晁国清 《计算》 2025年第8期62-68,共7页
结合人工智能技术的快速演进,本文系统梳理了交通大模型在重塑智慧交通创新格局与生态演进中的引领作用。交通大模型凭借卓越的数据融合与泛化能力,有效突破了传统交通系统在处理数据复杂性、突发事件及智能决策方面的瓶颈,显著提升了... 结合人工智能技术的快速演进,本文系统梳理了交通大模型在重塑智慧交通创新格局与生态演进中的引领作用。交通大模型凭借卓越的数据融合与泛化能力,有效突破了传统交通系统在处理数据复杂性、突发事件及智能决策方面的瓶颈,显著提升了交通预测精度、信号控制效率和异常事件监测水平。文章结合国内外最新政策趋势与产业实践,阐述了生成式人工智能赋能交通治理模式的深刻变革,并展望了交通产业生态的未来发展方向,为推进“交通强国”战略提供了重要的理论支撑和实践参考。 展开更多
关键词 交通大模型 生成式人工智能 智慧交通 车路云一体化 多模态融合 因果推理 交通治理范式
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Protective role of berberine on ulcerative colitis through modulating enteric glial cells-intestinal epithelial cells-immune cells interactions 被引量:61
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作者 heng Li Chen Fan +6 位作者 Huimin Lu Chunlan Feng peilan he Xiaoqian Yang Caigui Xiang Jianping Zuo Wei Tang 《Acta Pharmaceutica Sinica B》 SCIE CAS CSCD 2020年第3期447-461,共15页
Ulcerative colitis(UC)manifests as an etiologically complicated and relapsing gastrointestinal disease.The enteric nervous system(ENS)plays a pivotal role in rectifying and orchestrating the inflammatory responses in ... Ulcerative colitis(UC)manifests as an etiologically complicated and relapsing gastrointestinal disease.The enteric nervous system(ENS)plays a pivotal role in rectifying and orchestrating the inflammatory responses in gut tract.Berberine,an isoquinoline alkaloid,is known as its antiinflammatory and therapeutic effects in experimental colitis.However,little research focused on its regulatory function on ENS.Therefore,we set out to explore the pathological role of neurogenic inflammation in UC and the modulating effects of berberine on neuro-immune interactions.Functional defects of enteric glial cells(EGCs),with decreased glial fibrillary acidic protein(GFAP)and increased substance P expression,were observed in DSS-induced murine UC.Administration of berberine can obviously ameliorate the disease severity and restore the mucosal barrier homeostasis of UC,closely accompanying by maintaining the residence of EGCs and attenuating inflammatory infiltrations and immune cells overactivation.In vitro,berberine showed direct protective effects on monoculture of EGCs,bone marrowderived dendritic cells(BMDCs),T cells,and intestinal epithelial cells(IECs)in the simulated inflammatory conditions.Furthermore,berberine could modulate gut EGCs-IECs-immune cell interactions in the co-culture systems.In summary,our study indicated the EGCs-IECs-immune cell interactions might function as a crucial paradigm in mucosal inflammation and provided an infusive mechanism of berberine in regulating enteric neurogenic inflammation. 展开更多
关键词 ULCERATIVE COLITIS BERBERINE MUCOSAL inflammation ENTERIC GLIAL cells ENTERIC nervous system
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Therapeutic effects of the artemisinin analog SM934 on lupus-prone MRLIIpr mice via inhibition of TLR-triggered B-cell activation and plasma cell formation 被引量:39
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作者 Yanwei Wu Shijun he +8 位作者 Bingxin Bai Luyao Zhang Lu Xue Zemin Lin Xiaoqian Yang Fenghua Zhu peilan he Wei Tang Jianping Zuo 《Cellular & Molecular Immunology》 SCIE CAS CSCD 2016年第3期379-390,共12页
We previously reported that SM934, a water-soluble artemisinin derivative, was a viable treatment in murine lupus models. In the current study, we further investigated the therapeutic effects of a modified dosage regi... We previously reported that SM934, a water-soluble artemisinin derivative, was a viable treatment in murine lupus models. In the current study, we further investigated the therapeutic effects of a modified dosage regimen of SM934 on lupus-prone MRIJIpr mice and explored its effects on B cell responses, a central pathogenic event in systemic lupus erythematosus (SLE). When orally administered twice-daily, SM934 significantly prolonged the life-span of MRL/Ipr mice, ameliorated the lymphadenopathy symptoms and decreased the levels of serum anti-nuclear antibodies (ANAs) and of the pathogenic cytokines IL-6, IL-10 and I L-21. Furthermore, SM934 treatment restored the B-cell compartment in the spleen of MRL/Ipr mice by increasing quiescent B cell numbers, maintaining germinal center B-cell numbers, decreasing activated B cell numbers and reducing plasma cell (PC) numbers. Ex vivo, SM934 suppressed the Toll-like receptor (TLR)-triggered activation and proliferation of B cells, as well as antibody secretion. Moreover, the present study demonstrated that SM934 interfered with the B-cell intrinsic pathway by downregulating TLR7/9 mRNA expression, MyD88 protein expression and NF-KB phosphorylation. In human peripheral blood mononuclear cells (PBMCs), consistent with the results in MRIJIprmice, SM934 inhibited TLR-associated B-cell activation and PC differentiation. In conclusion, a twice daily dosing regimen of SM934 had therapeutic effects on lupus-prone MRL/Iprmice by suppressing B cell activation and plasma cell formation. 展开更多
关键词 B cell plasma cell SM934 systemic lupus erythematosus Toll-like receptor
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Efficient Algorithm for Energy-Aware Virtual Network Embedding 被引量:4
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作者 Shuxian Jia Guiyuan Jiang +1 位作者 peilan he Jigang Wu 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2016年第4期407-414,共8页
Network virtualization is a promising approach for resource management that allows customized Virtual Networks (VNs) to be multiplexed on a shared physical infrastructure. A key function that network virtualization ... Network virtualization is a promising approach for resource management that allows customized Virtual Networks (VNs) to be multiplexed on a shared physical infrastructure. A key function that network virtualization can provide is Virtual Network Embedding (VNE), which maps virtual networks requested by users to a shared substrate network maintained by an Internet service provider. Existing research has worked on this, but has primarily focused on maximizing the revenue of the Internet service provider. In this paper, we consider energy-aware virtual network embedding, which aims at minimizing the energy consumption for embedding virtual networks in a substrate network. In our optimization model, we consider energy consumption of both links and nodes. We propose an efficient heuristic to assign virtual nodes to appropriate substrate nodes based on priority, where existing activated nodes have higher priority for hosting newly arrived virtual nodes. In addition, our proposed algorithm can take advantage of activated links for embedding virtual links so as to minimize total energy consumption. The simulation results show that, for all the cases considered, our algorithm can improve upon previous work by an average of 12.6% on acceptance rate, while the consumed energy can be reduced by 12.34% on average. 展开更多
关键词 virtualization technology virtual network embedding energy efficient optimization algorithm
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