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2024年肺癌外科视角:创新与挑战 被引量:1
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作者 孔朋旭 陈啸晗 +3 位作者 吕望 夏平会 汪路明 胡坚 《中国肺癌杂志》 北大核心 2025年第3期195-200,共6页
肺癌是全球范围内高发病率和高死亡率的恶性肿瘤之一。在我国肺癌的疾病负担尤为沉重,是最常见的癌症死亡原因。尽管医学快速进步,其发病率和死亡率仍居高不下,成为公共卫生领域亟待解决的重大难题。在精准医学快速发展的背景下,肺癌诊... 肺癌是全球范围内高发病率和高死亡率的恶性肿瘤之一。在我国肺癌的疾病负担尤为沉重,是最常见的癌症死亡原因。尽管医学快速进步,其发病率和死亡率仍居高不下,成为公共卫生领域亟待解决的重大难题。在精准医学快速发展的背景下,肺癌诊疗正在经历从传统单一治疗方式向多维度诊疗模式转变。本文系统回顾了2024年度肺癌外科领域的创新与挑战,旨在与同道学者们共同思考肺癌外科领域的未来发展道路,为提升患者生存质量与最终实现a治愈o目标提供思路。 展开更多
关键词 肺肿瘤 外科 创新进展 手术方式 全生命周期管理 围术期治疗
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The Mini-SiTian Array:First-two-year Operation 被引量:3
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作者 Min He Hong Wu +70 位作者 Liang Ge Jianfeng Tian Zheng Wang Haiyang Mu Yu Zhang Yang Huang Jie Zheng Zhou Fan Zhengyang Li Hongrui Gu Henggeng Han Kai Xiao Zhirui Li Junjie Jin Beichuan Wang Jun Ma Jinhang Zou Ying Wu Jiupeng Guo Liguo Fang Zhigang Hou Bowen Zhang Yunfei Xu Yiming Mao Shuai Liu Fangzhou Ren Cunshi Wang Xue Li Yongxin Wu Chuanjie Zheng Yiyang Lin Shunxuan He Kun Xu Yinan Zhu Zhijun Tu Xinlin Zhao Yongkang Sun Hua Bao Xueang Sun Yingzhen Cui Lanya Mou Ruifeng Shi Jinghang Shi Xunhao chen Yuliang Hong Haomiao Huang Zikun Lin Zeyang Pan Ruining Zhao Yingjie Cai Rui Wang Junbo Zhang Jinhu Wang Wan Zhou Shengming Li Jing Ren xiaohan chen Xiangyu Li Liyue Zhang Hao Mo Yuyang Zhou Jiahui Wang Buhui Lv Zhaohui Shang Yunning Zhao Jinlei Zhang Yue Sun Xiaopeng Liu Zijian Han Yongna Mao Jifeng Liu 《Research in Astronomy and Astrophysics》 2025年第4期43-54,共12页
The Si Tian project,designed to utilize 60 telescopes distributed across multiple sites in China,is a next-generation timedomain survey initiative.As a pathfinder for the Si Tian project,the Mini-Si Tian(MST)has been ... The Si Tian project,designed to utilize 60 telescopes distributed across multiple sites in China,is a next-generation timedomain survey initiative.As a pathfinder for the Si Tian project,the Mini-Si Tian(MST)has been proposed and implemented to test the Si Tian’s brain and data pipeline,and to evaluate the feasibility of its technology and science cases.Mounted at the Xinglong Observatory,the MST project comprises three 30 cm telescopes and has been operated since 2022 November.Each telescope of the MST possesses a large field of view,covering 2°.29×1°.53 FOV,and is equipped withg',r'andi'filters,respectively.Acting as the pioneer of the forthcoming Si Tian project,the MST is dedicated to the discovery of variable stars,transients,and outburst events,and has already obtained some interesting scientific results.In this paper,we will summarize the first-two-year operation of the MST project. 展开更多
关键词 surveys telescopes instrumentation:photometers
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DSGNN:Dual-Shield Defense for Robust Graph Neural Networks
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作者 xiaohan chen Yuanfang chen +2 位作者 Gyu Myoung Lee Noel Crespi Pierluigi Siano 《Computers, Materials & Continua》 2025年第10期1733-1750,共18页
Graph Neural Networks(GNNs)have demonstrated outstanding capabilities in processing graph-structured data and are increasingly being integrated into large-scale pre-trained models,such as Large Language Models(LLMs),t... Graph Neural Networks(GNNs)have demonstrated outstanding capabilities in processing graph-structured data and are increasingly being integrated into large-scale pre-trained models,such as Large Language Models(LLMs),to enhance structural reasoning,knowledge retrieval,and memory management.The expansion of their application scope imposes higher requirements on the robustness of GNNs.However,as GNNs are applied to more dynamic and heterogeneous environments,they become increasingly vulnerable to real-world perturbations.In particular,graph data frequently encounters joint adversarial perturbations that simultaneously affect both structures and features,which are significantly more challenging than isolated attacks.These disruptions,caused by incomplete data,malicious attacks,or inherent noise,pose substantial threats to the stable and reliable performance of traditional GNN models.To address this issue,this study proposes the Dual-Shield Graph Neural Network(DSGNN),a defense model that simultaneously mitigates structural and feature perturbations.DSGNN utilizes two parallel GNN channels to independently process structural noise and feature noise,and introduces an adaptive fusion mechanism that integrates information from both pathways to generate robust node representations.Theoretical analysis demonstrates that DSGNN achieves a tighter robustness boundary under joint perturbations compared to conventional single-channel methods.Experimental evaluations across Cora,CiteSeer,and Industry datasets show that DSGNN achieves the highest average classification accuracy under various adversarial settings,reaching 81.24%,71.94%,and 81.66%,respectively,outperforming GNNGuard,GCN-Jaccard,GCN-SVD,RGCN,and NoisyGNN.These results underscore the importance of multi-view perturbation decoupling in constructing resilient GNN models for real-world applications. 展开更多
关键词 Graph neural networks adversarial attacks dual-shield defense certified robustness node classification
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Regulating zincophilic sites and electric field distribution to achieve reversible zinc plating/stripping for high-performance flexible Zn-ion batteries
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作者 Xiaoqin Li xiaohan chen +8 位作者 Yongqiang Guo Jian Xiang Yinkun Zhao Taotao Gao Qu Yue Wenlong Liu Lu Qiu Dan Xiao Panpan Li 《Chinese Chemical Letters》 2025年第9期640-644,共5页
Here,we present a regulation strategy involving heteroatom doping and structural construction to adjust zincophilic sites and electric field distribution,achieving a robust and dendrite-free Zn host anode.Theoretical ... Here,we present a regulation strategy involving heteroatom doping and structural construction to adjust zincophilic sites and electric field distribution,achieving a robust and dendrite-free Zn host anode.Theoretical calculations and experimental results confirm that sulfur atoms can provide moderate zincophilicity,while graphene-like nanosheets can even the electric field distribution,imparting the sulfurdoped graphene-like network(S-GP) with a longer lifespan(exceeding 500 h) and acceptable coulombic efficiency.Importantly,the S-GP host is used as the substrate for flexible Zn-ion batteries,exhibiting impressive electrochemical performance and great mechanical flexibility,indicating a broad application prospect in portable and wearable electronic devices. 展开更多
关键词 Flexible Zn-ion batteries Graphene-like network Sulfur-doped substrate Zincophilic site Electric field distribution
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Unlocking the stable interface in aqueous zinc-ion battery with multifunctional xylose-based electrolyte additives
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作者 Xiaoqin Li Jian Xiang +9 位作者 Lu Qiu xiaohan chen Yinkun Zhao Yujue Wang Qu Yue Taotao Gao Wenlong Liu Dan Xiao Zhaoyu Jin Panpan Li 《Journal of Energy Chemistry》 2025年第1期770-778,共9页
The growth of dendrites and the side reactions occurring at the Zn anode pose significant challenges to the commercialization of aqueous Zn-ion batteries(AZIBs). These challenges arise from the inherent conflict betwe... The growth of dendrites and the side reactions occurring at the Zn anode pose significant challenges to the commercialization of aqueous Zn-ion batteries(AZIBs). These challenges arise from the inherent conflict between mass transfer and electrochemical kinetics. In this study, we propose the use of a multifunctional electrolyte additive based on the xylose(Xylo) molecule to address these issues by modulating the solvation structure and electrode/electrolyte interface, thereby stabilizing the Zn anode. The introduction of the additive alters the solvation structure, creating steric hindrance that impedes charge transfer and then reduces electrochemical kinetics. Furthermore, in-situ analyses demonstrate that the reconstructed electrode/electrolyte interface facilitates stable and rapid Zn^(2+)ion migration and suppresses corrosion and hydrogen evolution reactions. As a result, symmetric cells incorporating the Xylo additive exhibit significantly enhanced reversibility during the Zn plating/stripping process, with an impressively long lifespan of up to 1986 h, compared to cells using pure ZnSO4electrolyte. When combined with a polyaniline cathode, the full cells demonstrate improved capacity and long-term cyclic stability. This work offers an effective direction for improving the stability of Zn anode via electrolyte design, as well as highperformance AZIBs. 展开更多
关键词 Aqueous Zn-ion battery Electrolyte additive Solvation structure Electrode/electrolyte interface Zn anode
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聚丙烯腈纳米纤维膜连续预氧化碳化过程中的结构性能演变 被引量:4
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作者 王春华 樊亚玲 +2 位作者 陈肖寒 王晓旭 刘杰 《高分子材料科学与工程》 EI CAS CSCD 北大核心 2022年第2期102-108,共7页
对静电纺丝制备的聚丙烯腈(PAN)纳米纤维膜进行连续预氧化碳化处理,借助差示扫描量热仪、红外光谱、扫描电镜、元素分析、拉曼光谱、体密度、力学性能等表征和测试方法,综合分析了纳米纤维膜在预氧化碳化过程中的结构性能演变。研究结... 对静电纺丝制备的聚丙烯腈(PAN)纳米纤维膜进行连续预氧化碳化处理,借助差示扫描量热仪、红外光谱、扫描电镜、元素分析、拉曼光谱、体密度、力学性能等表征和测试方法,综合分析了纳米纤维膜在预氧化碳化过程中的结构性能演变。研究结果表明,相较于微米级的PAN聚合体,纳米纤维具有更低的环化活化能,当氧化纳米纤维的氧含量为8.3%时,得到的碳纳米纤维膜综合性能较佳,其密度、碳收率和拉伸强度分别为1.799 g/cm^(3),59.8%和29.6 MPa。 展开更多
关键词 纳米纤维 聚丙烯腈 预氧化 碳化
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术后淋巴结阴性肺浸润性黏液腺癌患者的预后预测模型 被引量:1
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作者 王正 贺靳贤 +6 位作者 沈海波 陈啸晗 林城斌 俞红艳 高家俊 何贤能 沈韦羽 《中国肺癌杂志》 CAS CSCD 北大核心 2024年第1期47-55,共9页
背景与目的肺浸润性黏液腺癌(invasive mucinous adenocarcinoma of the lung,IMA)是肺腺癌中一种少见且特殊的类型,该类肿瘤的特点往往是少有淋巴结转移,因此对于该类肿瘤的预后评估依靠现有的肿瘤原发灶-淋巴结-转移(tumor-node-metas... 背景与目的肺浸润性黏液腺癌(invasive mucinous adenocarcinoma of the lung,IMA)是肺腺癌中一种少见且特殊的类型,该类肿瘤的特点往往是少有淋巴结转移,因此对于该类肿瘤的预后评估依靠现有的肿瘤原发灶-淋巴结-转移(tumor-node-metastasis,TNM)分期存在困难。本研究的目的是构建列线图来预测术后淋巴结阴性的IMA患者的预后。方法根据纳入标准和排除标准,回顾性分析2012年7月至2017年5月宁波大学附属李惠利医院(训练队列,n=78)和宁波市第二医院(验证队列,n=66)胸外科收治的术后病理为淋巴结阴性的IMA患者的资料,分析训练队列的临床病理特征的预后价值并建立预后预测模型,并对模型性能进行评价,最后将验证队列的数据代入进行外部验证。结果单因素分析显示肺炎型、较大的肿块、包含黏液和非黏液成分的混合型、较高的总分期是5年无进展生存期(progression-free survival,PFS)及总生存期(overall survival,OS)的影响因素。多因素分析进一步表明,影像学分型、肿块大小、黏液成分是5年PFS及OS的独立预后因素。5年PFS率和OS率分别为62.82%和75.64%,亚组的生存分析显示,肺炎型和包含黏液和非黏液成分的混合型IMA患者的5年PFS及OS分别明显低于孤立型和纯黏液型IMA患者。5年PFS和OS的Harrell’s C指数分别为0.815(95%CI:0.741-0.889)和0.767(95%CI:0.669-0.865),这两个模型的校准曲线及决策曲线分析(decision curve analysis,DCA)在两个队列中显示出良好的预测性能。结论本次基于临床病理特征构建的列线图在一定程度上可以作为IMA切除术后淋巴结阴性患者的一种有效预后预测工具。 展开更多
关键词 肺肿瘤 肺浸润性黏液腺癌 淋巴结阴性 预后 预测模型
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Development of Gelatin-Based Active Packaging and Its Application in Bread Preservation 被引量:1
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作者 Hui Zheng xiaohan chen +4 位作者 Li Li Dawei Qi Jiale Wang Jiaying Lou Wenjun Wang 《Journal of Renewable Materials》 EI 2023年第10期3693-3709,共17页
The issue of plastic pollution has attracted widespread social attention.Gelatin is valued as a degradable bio-based material,especially as an edible active packaging material.However,the commonly used solution-castin... The issue of plastic pollution has attracted widespread social attention.Gelatin is valued as a degradable bio-based material,especially as an edible active packaging material.However,the commonly used solution-casting filmforming technology limits the mass production of gelatin films.In order to improve the production efficiency and enhance the commercial value of gelatin films,in this study,fish gelatin(FG)particles were successfully blended with essential oils(EOs)to prepare active films by melt extrusion technique,a common method for commercial plastics,and applied to bread preservation.FG and EOs showed good compatibility with each other.The elongation at break was enhanced in all samples of films containing EOs.The addition of EOs weakened the oxygen barrier properties of the FG films.The gelatin films containing clove EO showed the highest DPPH radical scavenging rate of 39.38%.The films containing oregano EO showed the highest antibacterial activity,with 98.84%and 99.86% against S.aureus and E.coli,respectively.The bread preservation results showed a slower microbial growth rate in the samples preserved by the active films.The bread samples preserved in commercial PE film showed mold on day 3,and the bread samples preserved in active gelatin film showed mold visible to the naked eye by day 7.This study demonstrates the potential of gelatin-based activated films for commercial application in baked goods preservation. 展开更多
关键词 Fish gelatin film essential oils melt extrusion bread preservation
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Printability,microstructures and mechanical properties of a novel Co-based superalloy fabricated via laser powder bed fusion
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作者 Chuan Guo Zhen Xu +9 位作者 Gan Li Jingchen Wang Xiaogang Hu Ying Li xiaohan chen Hui Liu Le cheng Shiyu Zhong Qiang Zhu Jian Lu 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2024年第22期96-109,共14页
High levels of Al and Ti in superalloy compositions normally lead to cracking formation during the laser powder bed fusion process,while these elements are key constituents of strengthening phases.In the current study... High levels of Al and Ti in superalloy compositions normally lead to cracking formation during the laser powder bed fusion process,while these elements are key constituents of strengthening phases.In the current study,a novel Co-based superalloy with the basic chemical composition of Co-Al-W-Ta-Ti resolved this contradiction,indicating that the part was formed without cracking and simultaneously contained a large amount of strengthening precipitates in the microstructure fabricated via laser powder bed fusion.The printability,microstructures,and mechanical properties of the sample were analysed before and after heat treatment,providing a potential superalloy that can replace Ni-based superalloys fabricated by additive manufacturing in aerospace and other industries with higher temperature and more efficiency. 展开更多
关键词 Co-based superalloy Laser powder bed fusion PRINTABILITY MICROSTRUCTURE Mechanical properties
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Redox deracemization of α-substituted 1,3-dihydroisobenzofurans
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作者 xiaohan chen Ran Zhao +5 位作者 Ziqiang Liu Shutao Sun Yingang Ma Qingyun Liu Xia Sun Lei Liu 《Chinese Chemical Letters》 SCIE CAS CSCD 2021年第7期2305-2308,共4页
Chiralα-substituted 1,3-dihydroisobenzofurans are key scaffolds in a number of bioactive natural products and synthetic pharmaceuticals.However,catalytic asymmetric approaches have been rarely developed.Here,a redox ... Chiralα-substituted 1,3-dihydroisobenzofurans are key scaffolds in a number of bioactive natural products and synthetic pharmaceuticals.However,catalytic asymmetric approaches have been rarely developed.Here,a redox deracemization technology is adopted to address the catalytic asymmetric synthesis.A broad range ofα-aryl substituted 1,3-dihydroisobenzofurans are effectively deracemized in high efficiency with excellent ee.α-Alkynyl substituted ethers were also compatible with the deracemization technology. 展开更多
关键词 1 3-Dihydroisobenzofuran Asymmetric catalysis Redox deracemization Oxocarbenium ion Synthetic method
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Mid-infrared Period-Luminosity Relations of Gaia DR3 Long Period Variables
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作者 xiaohan chen Xiaodian chen +2 位作者 Licai Deng Shu Wang Tianlu chen 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2024年第7期56-70,共15页
Long period variable(LPV)stars are very promising distance indicators in the infrared bands.We selected asymptotic giant branch(AGB)stars in the Large and Small Magellanic Cloud(LMC and SMC)from the Gaia Data Release ... Long period variable(LPV)stars are very promising distance indicators in the infrared bands.We selected asymptotic giant branch(AGB)stars in the Large and Small Magellanic Cloud(LMC and SMC)from the Gaia Data Release 3 LPV catalog,and classified them into oxygen-rich(O-rich)and carbon-rich(C-rich)AGB stars.Using the Wide-field Infrared Survey Explorer database,we determined the W1-and W2-band period-luminosity relations(PLRs)for each pulsation-mode sequence of AGB stars.The dispersion of the PLRs of O-rich AGB stars in sequences C'and C is relatively small,around 0.14 mag.The PLRs of LMC and SMC are consistent in each sequence.In the W2 band,the PLR of large-amplitude C-rich AGB stars is steeper than that of small-amplitude C-rich AGB stars,due to their more circumstellar dust.By two methods,we find that some PLR sequences of O-rich AGB stars in the LMC are dependent on metallicity.The coefficients of the metallicity effect areβ=-0.533±0.213 mag dex~1andβ=-0.767±0.158 mag dex~1for sequence C in W1 and W2 bands,respectively.The significance of the metallicity effect in W1 band for the four sequences is 2.2-3.5σ.Both of these imply that distance measurements using O-rich Mira may need to take the metallicity effect into account. 展开更多
关键词 STARS VARIABLES general-stars distances-infrared STARS
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Cloning and Expression Analysis of eIF5A Gene from Litopenaeus vannamei
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作者 Ning MA Digang ZENG +1 位作者 Zhaoxin LI xiaohan chen 《Agricultural Biotechnology》 CAS 2013年第5期36-38,44,共4页
Eukaryotic translation initiation factor 5A (eIFSA) is a protein-translation initiation factor in eukaryotic cells. Recent studies found that elFSA plays an important role in regulating the processes of cellular sen... Eukaryotic translation initiation factor 5A (eIFSA) is a protein-translation initiation factor in eukaryotic cells. Recent studies found that elFSA plays an important role in regulating the processes of cellular senescence and death, environmental stress response and immune response in animal and plant cells. In the present study, a cDNA containing the complete amino acid sequence of eIFSA was obtained for the first time by sequencing the Litopenaeus vannamei cDNA library, which contained a 474 bp long open reading frame encoding 157 amino acids, with the predicted molecular weight of about 17. 257 ku and theoretical isoelectric point of 5.06. Comparison analysis showed that the amino acid sequence of elFSA gene in L vannamei shared relatively high homology with that in other species. Real-time quantitative RT-PCR results indicated that the mRNA expression of elFSA gene in different tissues of L. vannamei exhibited no significant difference. Real-time quantitative RT-PCR analysis of L. vannamei hepatopancreas infected with WSSV, TSV and IHHNV showed that the mRNA levels of elFSA gene was re- spectively significantly increased, which was 2.2, 2.5 and 1.6 times of that in control group, indicating that eIFSA may be involved in the antiviral immune response of L. vannamei. 展开更多
关键词 Litopenaeus vannamei Eukaryotic translation initiation factor 5A CLONING EXPRESSION
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Transcriptome Analysis of Pacific White Shrimp(Litopenaeus vannamei)Hepatopancreas in Response to Taura Syndrome Virus(TSV)Experimental Infection
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作者 Digang Zeng Xiuli chen +9 位作者 Daxiang Xie Yongzhen Zhao Chunling Yang Yongmei Li Ning Ma Min Peng Qiong Yang Zhenping Liao Hui Wang xiaohan chen 《广西水产科技》 2014年第1期4-10,共7页
关键词 吉富品系尼罗罗非鱼 微卫星 遗传多样性 遗传标记
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Impact of Optimizing Emergency Nursing Processes on Resuscitation Success in Patients with Acute Chest Pain
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作者 xiaohan chen 《Journal of Clinical and Nursing Research》 2024年第5期150-155,共6页
Objective:To analyze the effect of optimizing the emergency nursing process in the resuscitation of patients with acute chest pain and the impact on the resuscitation success rate.Methods:66 patients with acute chest ... Objective:To analyze the effect of optimizing the emergency nursing process in the resuscitation of patients with acute chest pain and the impact on the resuscitation success rate.Methods:66 patients with acute chest pain received by the emergency department of our hospital from January 2022 to December 2023 were selected as the study subjects and divided into two groups according to the differences in the emergency nursing process,i.e.,33 patients receiving routine emergency care were included in the control group,and 33 patients receiving the optimization of emergency nursing process intervention were included in the observation group.Patients’resuscitation effect and satisfaction with nursing care in the two groups were compared.Results:The observation group’s consultation assessment time,reception time,admission to the start of resuscitation time,and resuscitation time were shorter than that of the control group,the resuscitation success rate was higher than that of the control group,and the incidence of adverse events was lower than that of the control group,with statistically significant differences(P<0.05);and the observation group’s satisfaction with nursing care was higher than that of the control group,with statistically significant differences(P<0.05).Conclusion:Optimization of emergency nursing process intervention in the resuscitation of acute chest pain patients can greatly shorten the rescue time and improve the success rate of resuscitation,with higher patient satisfaction. 展开更多
关键词 Chest pain Emergency resuscitation Optimization of emergency nursing process
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压缩空气储能系统中蝶阀排气消音设计与性能分析
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作者 管世林 陈啸晗 +1 位作者 黄佳惠 王海民 《建模与仿真》 2025年第10期355-370,共16页
压缩空气储能系统噪声问题严重影响设备寿命与环境安全,本文针对压缩空气储能系统中透平膨胀机放空噪声,设计了一款消音器。建立无消音器(蝶阀)和含消音器(蝶阀加消音器)的对比模型,通过数值模拟方法研究了不同入口压力(5、7.5及10 MPa... 压缩空气储能系统噪声问题严重影响设备寿命与环境安全,本文针对压缩空气储能系统中透平膨胀机放空噪声,设计了一款消音器。建立无消音器(蝶阀)和含消音器(蝶阀加消音器)的对比模型,通过数值模拟方法研究了不同入口压力(5、7.5及10 MPa)和蝶阀开度(30%、50%及70%)对流场和气动噪声的影响,利用Virtual.Lab软件验证了本文消音器的合理性,最后对比两种模型在相同工况下的噪声频谱特性。结果表明,蝶阀加消音器较蝶阀最高流速降低,有效改善了流场分布。随着阀门开度从30%增至70%,蝶阀加消音器出口声功率级从45 dB升至80 dB,揭示开度对噪声的显著影响。消音器(小孔半径16 mm、小孔间距142 mm)在100 Hz~2000 Hz频段峰值传递损失达38 dB,低频(100 Hz~500 Hz)和高频(1000 Hz~2000 Hz)衰减性能优异。消音器使出口平均声功率级显著降低。该研究为压缩空气储能系统噪声控制提供了低成本、高精度的设计方法。 展开更多
关键词 压缩空气储能 蝶阀 气动噪声 消音器 声场
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SST k-ω湍流模型参数优化及其在离心风机性能模拟中的应用
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作者 陈啸晗 管世林 +1 位作者 黄佳惠 王海民 《建模与仿真》 2025年第10期338-354,共17页
为了提高离心通风机在仿真模拟中的精准度,本研究构建了一种适用于风机流场的湍流模型参数组。以G4-73型8号离心式通风机为研究对象建模绘制网格,首先使用正交分析评估了SST k-ω湍流模型中六个核心参数对风机全压升的敏感性;其次通过... 为了提高离心通风机在仿真模拟中的精准度,本研究构建了一种适用于风机流场的湍流模型参数组。以G4-73型8号离心式通风机为研究对象建模绘制网格,首先使用正交分析评估了SST k-ω湍流模型中六个核心参数对风机全压升的敏感性;其次通过拉丁超立方采样构建采样点,使用CFX软件计算各样本点的全压升值;再构建Kriging回归的代理模型,并将代理模型和智能算法相结合,以全压升值最大为目标进行函数迭代寻找最优解。在最优参数组下,风机全压升与理论值的相对误差仅为0.56%,验证了仿真结果精度的显著提升;最后对比分析得出优化湍流模型参数不仅有效改善了小流量工况下的流场预测精度,同时在其他工况点下也显著降低了仿真误差,验证了该方法对风机全流量工况的适用性与可靠性。 展开更多
关键词 离心通风机 SST k-ω湍流模型 正交分析 Kriging回归 代理模型
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Structural colouring and luminescence anisotropy of perovskite thin films via laserinduced periodic surface structure formation
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作者 Aleksandra Furasova Yaroslava Andreeva +10 位作者 Jiangnan Xing xiaohan chen Valeriy Kondratev Qinghao Song Ivan Vazhenin Evgeniia Stepanidenko Vyacheslav Goncharov Sergei Cherevkov Dmitry Permyakov Dmitry Zhirihin Sergey V.Makarov 《Light: Advanced Manufacturing》 2025年第3期18-29,共12页
Perovskite nanostructured films are essential to create advanced optoelectronic and photovoltaic devices because of the additional degrees of freedom of manipulation by light reflection and structural colouration,as w... Perovskite nanostructured films are essential to create advanced optoelectronic and photovoltaic devices because of the additional degrees of freedom of manipulation by light reflection and structural colouration,as well as by light trapping and localisation,resulting in control of intensity or polarisation of luminescence.In this paper,we report structural colouration and photoluminescence anisotropy in perovskite films deposited on a substrate with laser-induced periodic surface structures(LIPSSs)on a thin TiO_(2)layer.The LIPSS TiO_(2)layer improves charge extraction from the perovskite films,confirmed by a time-resolved photoluminescence analysis.The developed method of substrate nanostructuring does not damage the perovskite films,in contrast to direct laser ablation,imprinting by a mould,mechanical scratching with a cantilever,or plasma-chemical etching.Moreover,the LIPSS formation is appropriate for upscaling owing to the high speed of LIPSS writing(2.25 cm^(2)min^(-1))and uniform surface nanostructuring. 展开更多
关键词 Structural coloring Perovskite thin films LIPSS Uniform grating
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Learning to optimize:A tutorial for continuous and mixed-integer optimization 被引量:1
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作者 xiaohan chen Jialin Liu Wotao Yin 《Science China Mathematics》 SCIE CSCD 2024年第6期1191-1262,共72页
Learning to optimize(L2O)stands at the intersection of traditional optimization and machine learning,utilizing the capabilities of machine learning to enhance conventional optimization techniques.As real-world optimiz... Learning to optimize(L2O)stands at the intersection of traditional optimization and machine learning,utilizing the capabilities of machine learning to enhance conventional optimization techniques.As real-world optimization problems frequently share common structures,L2O provides a tool to exploit these structures for better or faster solutions.This tutorial dives deep into L2O techniques,introducing how to accelerate optimization algorithms,promptly estimate the solutions,or even reshape the optimization problem itself,making it more adaptive to real-world applications.By considering the prerequisites for successful applications of L2O and the structure of the optimization problems at hand,this tutorial provides a comprehensive guide for practitioners and researchers alike. 展开更多
关键词 AI for mathematics(AI4Math) learning to optimize algorithm unrolling plug-and-play methods differentiable programming machine learning for combinatorial optimization(ML4CO)
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DrSim: Similarity Learning for Transcriptional Phenotypic Drug Discovery 被引量:1
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作者 Zhiting Wei Sheng Zhu +3 位作者 xiaohan chen chenyu Zhu Bin Duan Qi Liu 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2022年第5期1028-1036,共9页
Transcriptional phenotypic drug discovery has achieved great success,and various compound perturbation-based data resources,such as connectivity map(CMap)and library of integrated network-based cellular signatures(LIN... Transcriptional phenotypic drug discovery has achieved great success,and various compound perturbation-based data resources,such as connectivity map(CMap)and library of integrated network-based cellular signatures(LINCS),have been presented.Computational strategies fully mining these resources for phenotypic drug discovery have been proposed.Among them,the fundamental issue is to define the proper similarity between transcriptional profiles.Traditionally,such similarity has been defined in an unsupervised way.However,due to the high dimensionality and the existence of high noise in high-throughput data,similarity defined in the traditional way lacks robustness and has limited performance.To this end,we present Dr Sim,which is a learning-based framework that automatically infers similarity rather than defining it.We evaluated Dr Sim on publicly available in vitro and in vivo datasets in drug annotation and repositioning.The results indicated that Dr Sim outperforms the existing methods.In conclusion,by learning transcriptional similarity,Dr Sim facilitates the broad utility of high-throughput transcriptional perturbation data for phenotypic drug discovery.The source code and manual of Dr Sim are available at https://github.com/bm2-lab/Dr Sim/. 展开更多
关键词 Metric learning Transcriptional profile similarity Drug annotation Drug repositioning LINCS
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Systematic Exploration of Optimized Base Editing gRNA Design and Pleiotropic Effects with BExplorer
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作者 Gongchen Zhang chenyu Zhu +5 位作者 xiaohan chen Jifang Yan Dongyu Xue Zixuan Wei Guohui Chuai Qi Liu 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2023年第6期1237-1245,共9页
Base editing technology is being increasingly applied in genome engineering,but the current strategy for designing guide RNAs(gRNAs)relies substantially on empirical experience rather than a dependable and efficient i... Base editing technology is being increasingly applied in genome engineering,but the current strategy for designing guide RNAs(gRNAs)relies substantially on empirical experience rather than a dependable and efficient in silico design.Furthermore,the pleiotropic effect of base editing on disease treatment remains unexplored,which prevents its further clinical usage.Here,we presented BExplorer,an integrated and comprehensive computational pipeline to optimize the design of gRNAs for 26 existing types of base editors in silico.Using BExplorer,we described its results for two types of mainstream base editors,BE3 and ABE7.10,and evaluated the pleiotropic effects of the corresponding base editing loci.BExplorer revealed 524 and 900 editable pathogenic single nucleotide polymorphism(SNP)loci in the human genome together with the selected optimized gRNAs for BE3 and ABE7.10,respectively.In addition,the impact of 707 edited pathogenic SNP loci following base editing on 131 diseases was systematically explored by revealing their pleiotropic effects,indicating that base editing should be carefully utilized given the potential pleiotropic effects.Collectively,the systematic exploration of optimized base editing gRNA design and the corresponding pleiotropic effects with BExplorer provides a computational basis for applying base editing in disease treatment. 展开更多
关键词 Gene editing Base editing PLEIOTROPY CRISPR/Cas9 gRNAdesign
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