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DeepSeek在中学信息科技课程教学中的应用研究 被引量:4
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作者 赵姝 钱浩冉 +1 位作者 刘明琪 陈婷婷 《中国教育信息化》 2025年第5期43-53,共11页
DeepSeek凭借其开源生态、知识蒸馏、强化学习、链式推理等创新技术,正在为各行各业注入新的发展动力。在基础教育领域,信息科技课程作为中学生数字素养培养的核心课程,其教学范式主动融入智能技术已成为教育改革的必然趋势。以DeepSee... DeepSeek凭借其开源生态、知识蒸馏、强化学习、链式推理等创新技术,正在为各行各业注入新的发展动力。在基础教育领域,信息科技课程作为中学生数字素养培养的核心课程,其教学范式主动融入智能技术已成为教育改革的必然趋势。以DeepSeek为核心的生成式人工智能为研究对象,系统论证了其在中学信息科技学科教学中的应用路径:首先,基于技术特性和应用优势,揭示其在信息科技学科教学中的适配性;其次,从教师教学、教学管理、教学评价和教育研究四个方面阐述了DeepSeek在中学信息科技课程教学中的应用路径;最后,结合项目式学习在信息科技课程中的实践案例,从项目引入、项目规划、知识构建、项目实施、成果展示、评价反思、项目总结七个环节展开具体作用分析。研究表明,DeepSeek可通过教学方案设计、知识图谱构建、多模态教学资源生成、跨学科融合设计等多个应用场景介入教学全过程,实现教学手段与教学方法的有机统一,最终达成智能技术与教育教学的双向耦合,为人工智能时代的教育数字化转型提供实践范式。 展开更多
关键词 DeepSeek 生成式人工智能 信息科技课程 基础教育 数字化转型
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面向运载火箭栅格舵的最优操纵效率特征与宽速域气动优化设计方法
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作者 刘明奇 韩忠华 +4 位作者 杜涛 许晨舟 曾涵 张科施 宋文萍 《航空学报》 EI CAS CSCD 北大核心 2024年第20期258-277,共20页
宽速域栅格舵设计是目前运载火箭子级重复使用的关键技术之一。栅格舵在火箭一子级返回飞行过程中经历亚、跨、超声速等多个速域,在不同速域下表现出截然不同的操纵效率和气动特性,甚至相互矛盾,使得高效率的栅格舵气动设计面临极大挑... 宽速域栅格舵设计是目前运载火箭子级重复使用的关键技术之一。栅格舵在火箭一子级返回飞行过程中经历亚、跨、超声速等多个速域,在不同速域下表现出截然不同的操纵效率和气动特性,甚至相互矛盾,使得高效率的栅格舵气动设计面临极大挑战。针对上述问题,应用基于机器学习代理模型的气动优化设计方法,分别开展了栅格舵在亚、跨、超声速典型状态的气动优化设计,获得了单个速域下的最优气动外形,并分析揭示了不同速域下栅格舵最优操纵效率的流动机制,为后续设计提供指导。由于实现最优操纵效率的流动机制不同,造成了不同速域优化解之间存在矛盾。针对上述矛盾,开展了宽速域栅格舵多目标气动优化设计,兼顾考虑亚、跨、超声速3个速域的影响,优化结果表明显著改善了栅格舵宽速域气动性能,提高了栅格舵操纵效率。 展开更多
关键词 栅格舵 宽速域 气动优化设计 代理模型 计算流体力学
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Feature-Based Fusion of Dual Band Infrared Image Using Multiple Pulse Coupled Neural Network 被引量:1
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作者 Yuqing He Shuaiying Wei +3 位作者 Tao Yang Weiqi Jin mingqi liu Xiangyang Zhai 《Journal of Beijing Institute of Technology》 EI CAS 2019年第1期129-136,共8页
To improve the quality of the infrared image and enhance the information of the object,a dual band infrared image fusion method based on feature extraction and a novel multiple pulse coupled neural network(multi-PCNN)... To improve the quality of the infrared image and enhance the information of the object,a dual band infrared image fusion method based on feature extraction and a novel multiple pulse coupled neural network(multi-PCNN)is proposed.In this multi-PCNN fusion scheme,the auxiliary PCNN which captures the characteristics of feature image extracting from the infrared image is used to modulate the main PCNN,whose input could be original infrared image.Meanwhile,to make the PCNN fusion effect consistent with the human vision system,Laplacian energy is adopted to obtain the value of adaptive linking strength in PCNN.After that,the original dual band infrared images are reconstructed by using a weight fusion rule with the fire mapping images generated by the main PCNNs to obtain the fused image.Compared to wavelet transforms,Laplacian pyramids and traditional multi-PCNNs,fusion images based on our method have more information,rich details and clear edges. 展开更多
关键词 infrared IMAGE IMAGE FUSION dual BAND pulse coupled NEURAL network(PCNN) FEATURE extraction
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碳含量对高硅高铝钢组织及石墨粒子析出行为的影响 被引量:1
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作者 万勇 马冬 +3 位作者 田莉杰 刘东旭 刘明启 温永红 《过程工程学报》 CAS CSCD 北大核心 2023年第10期1469-1477,共9页
石墨易切削钢因具有低成本、环保及优良可切削性等优点,近年来引起了国内外冶金和材料学者的广泛关注。本工作采用金相显微镜、扫描电镜和能谱分析仪等方法,系统研究了两种碳含量(0.20wt%和0.52wt%)对1.9wt%Si-1.1wt%Al高硅高铝钢热轧-... 石墨易切削钢因具有低成本、环保及优良可切削性等优点,近年来引起了国内外冶金和材料学者的广泛关注。本工作采用金相显微镜、扫描电镜和能谱分析仪等方法,系统研究了两种碳含量(0.20wt%和0.52wt%)对1.9wt%Si-1.1wt%Al高硅高铝钢热轧-淬火-回火过程组织变化及回火后石墨粒子析出行为的影响。结果表明,0.20wt%C的实验钢热轧→920℃淬火→回火后的组织演变为铁素体+珠光体→铁素体+“小岛”状贝氏体→铁素体+石墨粒子+少量渗碳体,而0.52wt%C的实验钢热轧→920℃淬火→回火后的组织演变为铁素体+珠光体→马氏体→铁素体+石墨粒子+少量渗碳体。在相同回火温度下,相比0.20wt%C的实验钢,0.52wt%C的实验钢中石墨粒子的数量更多、尺寸更大且更多以晶界形核方式析出。当回火温度从680℃提高至710℃,0.20wt%C的实验钢晶界上析出的石墨粒子密度从2337个/mm^(2)降至1710个/mm^(2),其平均尺寸从1.50 2μm增大至2.27μm;0.52wt%C的实验钢晶界上析出的石墨粒子密度从5244个/mm^(2)降至1938个/mm,其平均尺寸从2.36μm增大至3.45μm。钢中碳含量从0.20wt%增加至0.52wt%,可有效促进实验钢回火过程石墨粒子的形核和长大。相比710℃回火,680℃回火后的实验钢中石墨粒子数量更多且分布更为均匀,更有利于其整体切削性能的提高。 展开更多
关键词 碳含量 高硅高铝钢 回火温度 石墨粒子 晶界形核
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Exploring conservative avenues in subacute subdural hematoma:the potential role of atorvastatin and dexamethasone as lifesaving allies
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作者 Tao liu Chenrui Wu +3 位作者 Weiwei Jiang mingqi liu Zhuang Sha Rongcai Jiang 《Chinese Neurosurgical Journal》 2025年第2期137-145,共9页
Background Most cases of acute subdural hematoma(ASDH)require emergency surgery;only a few patients can survive without surgery in the early stages and then develop into subacute subdural hematoma(sASDH).However,the o... Background Most cases of acute subdural hematoma(ASDH)require emergency surgery;only a few patients can survive without surgery in the early stages and then develop into subacute subdural hematoma(sASDH).However,the optimal conservative treatment has not yet been established for these sASDH patients.Based on our previous studies,atorvastatin plus dexamethasone may be safe and effective for them.This article aims to document such cases and analyze the possible mechanisms.Case presentation We selected five patients with sASDH who received a treatment regimen of atorvastatin plus low-dose dexamethasone without surgery.We then observed the clinical and radiological features during treatment and follow-up.The PubMed database and Google Scholar were retrieved for literature regarding the efficacy and safety of conservative treatment in patients with ASDH/sASDH.We extracted information including authors,sample size,gender,number of patients(death,poor prognosis,delayed surgery),and risk factors.Results Of the five patients,all patients who refused surgery for various reasons were resolved after treatment with atorvastatin plus low-dose dexamethasone for their conditions.No hematomas recurred or progressed during an at least 6-month follow-up.We identified 6 studies after searching the database;a total of 1374 patients(F:M=3:7)with ASDH/sASDH received initial conservative treatment.The pooled results showed that 13.1%of patients who initially received conservative treatment deteriorated and required delayed surgical treatment.Of 1374,the overall incidence of poor prognosis was 19.2%,and 7%of patients eventually died.Conclusions It is essential to establish an optimal conservative treatment for patients with sASDH who cannot undergo surgery in an emergency for various reasons.Atorvastatin plus dexamethasone may be an alternative treatment in such a subgroup of sASDH,although a randomized proof-of-concept clinical trial is needed. 展开更多
关键词 Conservative treatment Subdural hematoma ATORVASTATIN
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Dynamics of thinning and destruction of the continental cratonic lithosphere: Numerical modeling 被引量:5
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作者 mingqi liu Zhonghai LI 《Science China Earth Sciences》 SCIE EI CAS CSCD 2018年第7期823-852,共30页
Thinning of the cratonic lithosphere is common in nature, but its destruction is not. In either case, the mechanisms for both thinning and destruction are still widely under debate. In this study, we have made a revie... Thinning of the cratonic lithosphere is common in nature, but its destruction is not. In either case, the mechanisms for both thinning and destruction are still widely under debate. In this study, we have made a review on the processes and mechanisms of thinning and destruction of cratonic lithosphere according to previous studies of geological/geophysical observations and numerical simulations, with specific application to the North China Craton(NCC). Two main models are suggested for the thinning and destruction of the NCC, both of which are related to subduction of the oceanic lithosphere. One is the "bottom-up" model, in which the deeply subducting slab perturbs and induces upwelling from the hydrous mantle transition zone(MTZ). The upwelling produces mantle convection and erodes the bottom of the overriding lithosphere by the fluid-meltperidotite reaction. Mineral compositions and rheological properties of the overriding lithospheric mantle are changed, allowing downward dripping of lithospheric components into the asthenosphere. Consequently, lithospheric thinning or even destruction occurs. The other is the "top-down" model, characterized by the flat subduction of oceanic slab beneath the overriding cratonic lithosphere. Dehydration reactions from the subducting slab would significantly hydrate the lithospheric mantle and decrease its rheological strength. Then the subduction angle may be changed from shallow to steep, inducing lateral upwelling of the asthenosphere. This upwelling would heat and weaken the overriding lithospheric mantle, which led to the weakened lithospheric mantle dripping into the asthenosphere. These two models have some similarities, in that both take the subducting oceanic slab and relevant fluid migration as the major driving mechanism for thinning or destruction of the overriding cratonic lithosphere. The key difference between the two models is the effective depth of the subducting oceanic slab. One is stagnation and flattening in the MTZ, whereas the other is flat subduction at the bottom of the cratonic lithosphere. In the NCC, the eastern lithosphere was likely affected by subduction of the Izanagi slab during the Mesozoic, which would have perturbed the asthenosphere and the MTZ, and induced fluid migration beneath the NCC lithosphere. The upwelling fluid may largely have controlled the reworking of the NCC lithosphere. In order to discuss and analyze these two models further, it is crucial to understand the role of fluids in the subduction zone and the MTZ. Here, we systematically discuss phase transformations of hydrous minerals and the transport processes of water in the subduction system. Furthermore, we analyze possible modes of fluid activity and the problems to explore the applied feasibility of each model. In order to achieve a comprehensive understanding of the mechanisms for thinning and destruction of cratonic lithosphere, we also consider four additional possible dynamic models: extension-induced lithospheric thinning, compression-induced lithospheric thickening and delamination, large-scale mantle convection and thermal erosion, and mantle plume erosion. Compared to the subduction-related models presented here, these four models are primarily controlled by the relatively simple and single process and mechanism(extension, compression, convection, and mantle plume, respectively), which could be the secondary driving mechanisms for the thinning and destruction of lithosphere. 展开更多
关键词 Lithospheric thinning Cratonic destruction Big mantle wedge Plate subduction Fluid migration NUMERICALMODELING
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Multimodality management for chronic subdural hematoma in China: protocol and characteristics of an ambidirectional, nationwide, multicenter registry study 被引量:2
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作者 Tao liu Zhihao Zhao +22 位作者 Jinhao Huang Xide Zhu Weiliang Chen Kun Lin Yunhu Yu Zhanying Li Yibing Fan mingqi liu Meng Nie Xuanhui liu Chuang Gao Wei Quan Yu Qian Chenrui Wu Jiangyuan Yuan Di Wu Chuanxiang Lv Shiying Dong Liang Mi Yu Tian Ye Tian Jianning Zhang Rongcai Jiang 《Chinese Neurosurgical Journal》 CSCD 2024年第2期124-133,共10页
Background Despite its prevalence,there is ongoing debate regarding the optimal management strategy for chronic subdural hematoma(CSDH),reflecting the variability in clinical presentation and treatment outcomes.This a... Background Despite its prevalence,there is ongoing debate regarding the optimal management strategy for chronic subdural hematoma(CSDH),reflecting the variability in clinical presentation and treatment outcomes.This ambidirectional,nationwide,multicenter registry study aims to assess the efficacy and safety of multimodality treatment approaches for CSDH in the Chinese population.Methods/design A multicenter cohort of CSDH patients from 59 participating hospitals in China's Mainland was enrolled in this study.The treatment modalities encompassed a range of options and baseline demographics,clinical characteristics,radiographic findings,and surgical techniques were documented.Clinical outcomes,including hematoma resolution,recurrence rates,neurological status,and complications,were assessed at regular intervals during treatment,3 months,6 months,1 year,and 2 years follow-up.Result Between March 2022 and August 2023,a comprehensive cohort comprising 2173 individuals who met the criterion was assembled across 59 participating clinical sites.Of those patients,81.1%were male,exhibiting an average age of 70.12±14.53 years.A historical record of trauma was documented in 48.0%of cases,while headache constituted the predominant clinical presentation in 58.1%of patients.The foremost surgical modality employed was the burr hole(61.3%),with conservative management accounting for 25.6%of cases.Notably,a favorable clinical prognosis was observed in 88.9%of CSDH patients at 3 months,and the recurrence rate was found to be 2.4%.Conclusion This registry study provides critical insights into the multimodality treatment of CSDH in China,offering a foundation for advancing clinical practices,optimizing patient management,and ultimately,improving the quality of life for individuals suffering from this challenging neurosurgical condition. 展开更多
关键词 Chronic subdural hematoma Multimodality therapy OUTCOME RECURRENCE
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The pharmacological landscape of chronic subdural hematoma:a systematic review and network meta-analysis of randomized and non-randomized controlled studies 被引量:1
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作者 Tao liu Zhihao Zhao +7 位作者 mingqi liu Shuo An Meng Nie Xuanhui liu Yu Qian Ye Tian Jianning Zhang Rongcai Jiang 《Burns & Trauma》 2024年第1期864-872,共9页
Background:There are various treatment modalities for chronic subdural hematoma(CSDH)and there is extensive debate surrounding pharmaceutical interventions.There is no consensus regarding the relative efficacy and saf... Background:There are various treatment modalities for chronic subdural hematoma(CSDH)and there is extensive debate surrounding pharmaceutical interventions.There is no consensus regarding the relative efficacy and safety of multiple treatment modalities.This study aims to investigate this issue and offer potential clinical recommendations.Methods:We searched PubMed,Web of Science,Embase and the Cochrane Library from January 2000 to May 2023 to identify randomized and nonrandomized controlled studies reporting one or more outcomes associated with the pharmacologic management of CSDH.The primary outcomes of interest included recurrence,favorable prognosis and adverse events,while the secondary outcomes included a reduction in hematoma volume and mortality.Pooled estimates,credible intervals and odds ratios were calculated for all outcomes using a fixed effects model.Confidence in network meta-analysis judgments were employed to stratify the evidential quality.This study was registered with PROSPERO:CRD42023406599.Results:The search strategy yielded 656 references;ultimately,36 studies involving 8082 patients fulfilled our predefined inclusion criteria.The findings suggested that statins+glucocorticoids(GCs)ranked highest for preventing recurrence,improving prognosis and facilitating hematoma absorption.Tranexamic acid ranked second highest for preventing recurrence.Statins were found to be the preferred drug intervention for decreasing mortality and preventing adverse events.Antithrombotic agents ranked lowest in terms of decreasing mortality and improving prognosis.Conclusions:Our findings indicate that statins+GCs may be the most effective treatment modality for preventing recurrence,improving patient prognosis and facilitating hematoma absorption.In terms of reducing mortality and preventing adverse events,statins may be superior to other pharmacological interventions.Routine use of GCs is not suggested for patients with CSDH.Further prospective research is needed to directly compare the efficacy and superiority of various pharmaceutical interventions targeting CSDH to reinforce and validate our findings. 展开更多
关键词 Chronic subdural hematoma Pharmacological interventions Recurrence STATINS GLUCOCORTICOIDS Meta-analysis Randomized controlled studies
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OGP: A Repository of Experimentally Characterized O-glycoproteins to Facilitate Studies on O-glycosylation
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作者 Jiangming Huang Mengxi Wu +5 位作者 Yang Zhang Siyuan Kong mingqi liu Biyun Jiang Pengyuan Yang Weiqian Cao 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2021年第4期611-618,共8页
Numerous studies on cancers, biopharmaceuticals, and clinical trials have necessitated comprehensive and precise analysis of protein O-glycosylation. However, the lack of updated and convenient databases deters the st... Numerous studies on cancers, biopharmaceuticals, and clinical trials have necessitated comprehensive and precise analysis of protein O-glycosylation. However, the lack of updated and convenient databases deters the storage of and reference to emerging O-glycoprotein data. To resolve this issue, an O-glycoprotein repository named OGP was established in this work.It was constructed with a collection of O-glycoprotein data from different sources. OGP contains 9354 O-glycosylation sites and 11,633 site-specific O-glycans mapping to 2133 O-glycoproteins, and it is the largest O-glycoprotein repository thus far.Based on the recorded O-glycosylation sites, an O-glycosylation site prediction tool was developed. Moreover, an OGP-based website is already available(http://www.oglyp.org/). The website comprises four specially designed and user-friendly modules:statistical analysis, database search, site prediction, and data submission. The first version of OGP repository and the website allow users to obtain various O-glycoprotein-related information, such as protein accession Nos., O-glycosylation sites,O-glycopeptide sequences, site-specific O-glycan structures, experimental methods, and potential O-glycosylation sites.O-glycosylation data mining can be performed efficiently on this website, which will greatly facilitate related studies. In addition, the database is accessible from OGP website(http://www.oglyp.org/download.php). 展开更多
关键词 O-GLYCOSYLATION O-glycoprotein repository Site prediction O-glycoprotein related website Data mining
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