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Electronic Structure Computations and Optical Spectroscopy Studies of ScNiBi and YNiBi Compounds
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作者 Yury V.Knyazev Semyon T.Baidak +1 位作者 Yury I.Kuz’min Alexey V.Lukoyanov 《Computers, Materials & Continua》 2025年第6期4085-4095,共11页
Thework presents the electronic structure computations and optical spectroscopy studies of half-Heusler ScNiBi and YNiBi compounds.Our first-principles computations of the electronic structures were based on density f... Thework presents the electronic structure computations and optical spectroscopy studies of half-Heusler ScNiBi and YNiBi compounds.Our first-principles computations of the electronic structures were based on density functional theory accounting for spin-orbit coupling.These compounds are computed to be semiconductors.The calculated gap values make ScNiBi and YNiBi valid for thermoelectric and optoelectronic applications and as selective filters.In ScNiBi and YNiBi,an intense peak at the energy of−2 eV is composed of theNi 3d states in the conduction band,and the valence band mostly contains these states with some contributions from the Bi 6p and Sc 3d or Y 4d electronic states.These states participate in the formation of the indirect gap of 0.16 eV(ScNiBi)and 0.18 eV(YNiBi).Within the spectral ellipsometry technique in the interval 0.22–15μm of wavelength,the optical functions of materials are studied,and their dispersion features are revealed.A good matching of the experimental and modeled optical conductivity spectra allowed us to analyze orbital contributions.The abnormally low optical absorption observed in the low-energy region of the spectrum is referred to as the results of band calculations indicating a small density of electronic states near the Fermi energy of these complex materials. 展开更多
关键词 Computational physics first-principles calculations electronic structure band gap excited states optical properties semiconductors complex materials optoelectronic applications
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基于子模块顺序移位的MMC电容电压平衡策略
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作者 马文忠 孙远博 +3 位作者 王玉生 张文艳 李恒硕 朱亚恒 《电力自动化设备》 北大核心 2026年第1期179-184,共6页
模块化多电平换流器(MMC)子模块(SM)电容电压平衡决定系统能否安全稳定运行。针对传统电压排序法运算量大的问题,提出一种无需电压排序的SM电容电压平衡策略。按照系统中SM位置顺序,为了输出期望波形投入相应数量SM,对SM进行充放电。为... 模块化多电平换流器(MMC)子模块(SM)电容电压平衡决定系统能否安全稳定运行。针对传统电压排序法运算量大的问题,提出一种无需电压排序的SM电容电压平衡策略。按照系统中SM位置顺序,为了输出期望波形投入相应数量SM,对SM进行充放电。为了实现SM电压平衡,根据SM电容电压状态,提出了SM顺序前移和后移2种移位策略,并根据电容电压差值与所设定阈值更换SM投切顺序。在MATLAB/Simulink平台和硬件在环系统中对所提策略进行验证。结果表明,所提策略复杂度低,运算量小,有效降低了SM的开关频率。 展开更多
关键词 MMC SM 电容电压平衡 运算复杂度 开关频率
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Generalization of Results of Computations and Natural Experiments at Steel Parts Quenching 被引量:2
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作者 Nikolai I.Kobasko Engineering Thermophysics Institute of National Academy of Sciences, Kyiv, Ukraine 《Journal of Shanghai Jiaotong university(Science)》 EI 2000年第1期128-134,共7页
Complicated changes occur inside the steel parts during quenching process. A three dimensional nonlinear mathematical model for quenching process has been established and the numerical simulation on temperature field,... Complicated changes occur inside the steel parts during quenching process. A three dimensional nonlinear mathematical model for quenching process has been established and the numerical simulation on temperature field, microstructure and stress field has been realized. The alternative technique for the formation of high-strength materials has been developed on the basis of intensification of heat transfer at phase transformations. The technology for the achievement of maximum compressive residual stresses on the hard surface is introduced. It has been shown that there is an optimal depth of hard layer providing the maximum compression stresses on the surface. It has also been established that in the surface hard layer additional strengthening (superstrengthening) of the material is observed. The generalized formula for the determination of the time of reaching maximum compressive stresses on the surface has been proposed. 展开更多
关键词 QUENCHING Phase Transformation Temperature FIELD Stress FIELD Maximum COMPRESSIVE Stresses Superstrengthening of Materials GENERALIZATION of RESULTS of computations.
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深度学习赋能的传统村落建筑风格识别与多尺度空间格局研究
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作者 韩青 尹超 杨玉 《热带地理》 北大核心 2026年第1期179-189,共11页
传统建筑是村落风貌的基石,也是地域气候、文化认同与集体记忆的直观物质载体。文章以中国646个首批传统村落为研究对象,构建了涵盖建筑立面、构件特征和文化符号的多模态图像数据库。聚焦京派、晋派、川派、皖派、苏派、闽派六大典型... 传统建筑是村落风貌的基石,也是地域气候、文化认同与集体记忆的直观物质载体。文章以中国646个首批传统村落为研究对象,构建了涵盖建筑立面、构件特征和文化符号的多模态图像数据库。聚焦京派、晋派、川派、皖派、苏派、闽派六大典型建筑流派,采用EfficientNet模型实现了高精度(90%)的单体建筑风格自动识别,并基于Grad-CAM技术完成不同建筑风格的关键建筑构件分析。文章进一步结合空间自相关分析与多样性指数,系统揭示了不同建筑风格在多尺度下的空间分布模式和跨流域文化交互特征。结果表明:1)6类建筑风格特征显著,模型识别效果良好,但京派与川派川派由于注意力均集中于木制房墙与廊柱,具有一定的交叉误判率;2)在宏观格局上,各建筑风格的影响范围与轴向分布存在差异,且其空间展布与地理廊道高度耦合,形成了显著的文化过渡带;3)在区域层面,建筑风格聚集区形成了5个文化核心区、3个文化过渡带与2个文化断裂带,为构建跨省遗产廊道保护体系提供了空间依据;4)在省域内部,建筑风格呈现“高多样-高均匀”“低多样-低均匀”“低多样-高均匀”3种模式,反映了不同省份文化整合与地方表达的差异格局。文章提出的智能解译-空间计算协同框架,为文化地理学研究提供了可扩展的方法论及工具,也为多尺度的传统村落保护、区域规划与文旅发展提供了坚实的科学依据与数据支撑。 展开更多
关键词 传统村落 建筑风格识别 深度学习 多尺度空间分异 文化地理计算
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社会互动对智慧景区游客环境责任行为的影响机制
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作者 罗文斌 李佳 《浙江大学学报(理学版)》 北大核心 2026年第1期109-118,共10页
在数字文旅时代,人机互动作为一种新型的社会关系正在影响和改变智慧景区游客的行为。以刺激-机体-反应(SOR)理论为框架,探析了“人机互动”与“人际互动”对游客环境责任行为的影响机制,构建了以难忘的旅游体验为中介变量、以游览频次... 在数字文旅时代,人机互动作为一种新型的社会关系正在影响和改变智慧景区游客的行为。以刺激-机体-反应(SOR)理论为框架,探析了“人机互动”与“人际互动”对游客环境责任行为的影响机制,构建了以难忘的旅游体验为中介变量、以游览频次为调节变量的解释框架。同时,基于湖南省长沙市岳麓山景区的514份有效调查问卷,运用结构方程模型进行实证分析。结果表明:(1)社会互动影响游客环境责任行为,其中“人机互动”对环境责任行为具有显著正向影响,而“人际互动”的影响不显著。(2)社会互动促进难忘的旅游体验的形成,且难忘的旅游体验在社会互动与游客环境责任行为之间起中介作用。(3)游览频次能调节社会互动对游客环境责任行为的影响。所得结果有助于厘清社会互动与游客环境责任行为之间的关系,并为智慧景区建设提供决策参考。 展开更多
关键词 人机互动 人际互动 游客环境责任行为 智慧景区
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基于人工智能的计算机教师信息素养提升研究
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作者 林凌 《计算机应用文摘》 2026年第1期1-3,共3页
在信息化教学背景下,计算机教师普遍存在信息素养结构不均衡、应用能力不足等短板,在一定程度上制约了教育信息化的深入发展。对此,文章提出一种依托信息化技术赋能的三阶段路径方法:首先基于德尔菲法构建教师信息素养综合评价体系,其... 在信息化教学背景下,计算机教师普遍存在信息素养结构不均衡、应用能力不足等短板,在一定程度上制约了教育信息化的深入发展。对此,文章提出一种依托信息化技术赋能的三阶段路径方法:首先基于德尔菲法构建教师信息素养综合评价体系,其次应用聚类算法实现教师群体的精准分层与针对性培训设计,最后借助卷积神经网络(CNN)对培训过程和效果进行动态评估,形成优化反馈机制。实验结果表明,该方法能够显著提升计算机教师的信息素养水平和教学适应能力。 展开更多
关键词 信息化技术 计算机教师 信息素养 提升路径
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基于C#和S7-1200 PLC的立体仓库控制系统设计
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作者 晏华成 芮庆忠 龙涛元 《自动化技术与应用》 2026年第1期6-11,共6页
针对触摸屏监控系统不能满足大中型立体仓库对数据进行存储和处理的功能需求,在Visual Studio 2019集成开发环境中,采用C#语言开发一套立体仓库上位机控制系统。以多线程的方式实时读取库位信息;以S7-1200 PLC作为主控制器,设计产品的... 针对触摸屏监控系统不能满足大中型立体仓库对数据进行存储和处理的功能需求,在Visual Studio 2019集成开发环境中,采用C#语言开发一套立体仓库上位机控制系统。以多线程的方式实时读取库位信息;以S7-1200 PLC作为主控制器,设计产品的自动入库和自动出库程序流程,采用SCL语言设计了库位先进先出的控制程序。C#和S7-1200 PLC之间采用S7通信的方式控制立体仓库的出入库操作和库位信息采集,3年的现场运行情况表明,整个系统能在上位机上对立体仓库进行手动控制和自动控制,能精确快速地进行入库出库操作,运行平稳,上位机上能正确实时显示库位信息,达到了预期的结果。 展开更多
关键词 C# 立体仓库 上位机 多线程 S7-1200 PLC S7通信
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血管内超声衰减斑块与不稳定型心绞痛患者PCI术后冠状动脉微血管疾病发生的相关性
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作者 张宁 李晓燕 +2 位作者 王吴刚 邓彦东 李柳 《中国医科大学学报》 北大核心 2026年第1期54-57,63,共5页
目的探讨血管内超声(IVUS)衰减斑块(AP)与不稳定型心绞痛患者经皮冠状动脉介入治疗(PCI)后发生冠状动脉微血管疾病(CMVD)之间的相关性。方法选取2021年6月1日至2024年6月1日于我院接受PCI并行IVUS检查的不稳定型心绞痛患者,根据IVUS结... 目的探讨血管内超声(IVUS)衰减斑块(AP)与不稳定型心绞痛患者经皮冠状动脉介入治疗(PCI)后发生冠状动脉微血管疾病(CMVD)之间的相关性。方法选取2021年6月1日至2024年6月1日于我院接受PCI并行IVUS检查的不稳定型心绞痛患者,根据IVUS结果分为AP组与非AP组,比较2组患者术中无复流(NR)发生率、术后心肌梗死溶栓治疗心肌灌注帧数(TMPFC)、术前及术后3 d静息+负荷单光子发射计算机断层成像(SPECT)结果,以及术后6个月主要不良心脑血管事件(MACCE)。结果AP组NR发生率显著高于非AP组(41%vs.21%,P<0.001),术后TMPFC亦显著高于非AP组[(107.58±24.19)帧vs.(89.82±18.91)帧,P<0.001]。术前2组SPECT参数比较无统计学差异;术后3 d,2组SPECT指标均较术前改善,但AP组在负荷缺血节段数、静息及负荷灌注总评分、异常灌注面积方面均高于非AP组(P均<0.05)。术后6个月2组MACCE发生率比较无显著差异(P>0.05),Kaplan-Meier生存曲线分析显示,2组生存时间比较无统计学差异(P=0.736)。结论AP可导致NR发生率增高、TMPFC延长及SPECT灌注参数恶化,增加PCI后CMVD发生风险,但术后6个月患者MACCE发生风险未见显著增加。 展开更多
关键词 衰减斑块 无复流 心肌梗死溶栓治疗心肌灌注帧数 单光子发射计算机断层成像 冠状动脉微血管疾病
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Realistic Efficiency Evaluations for Parallel Computations under Workstation Cluster
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作者 Mo Zeyao Li Xiaomei(Dept. of Computer, Changsha institute of Technology Changsha, China, 410073) 《Wuhan University Journal of Natural Sciences》 CAS 1996年第Z1期329-336,共8页
In recent years, high performance scientific computing under workstation cluster connected by local area network is becoming a hot point. Owing to both the longer latency and the higher overhead for protocol processin... In recent years, high performance scientific computing under workstation cluster connected by local area network is becoming a hot point. Owing to both the longer latency and the higher overhead for protocol processing compared with the powerful single workstation capacity, it is becoming severe important to keep balance not only for numerical load but also for communication load, and to overlap communications with computations while parallel computing. Hence,our efficiency evaluation rules must discover these capacities of a given parallel algorithm in order to optimize the existed algorithm to attain its highest parallel efficiency. The traditional efficiency evaluation rules can not succeed in this work any more. Fortunately, thanks to Culler's detail discuss in LogP model about interconnection networks for MPP systems, we present a system of efficiency evaluation rules for parallel computations under workstation cluster with PVM3.0 parallel software framework in this paper. These rules can satisfy above acquirements successfully. At last, two typical synchronous,and asynchronous applications are designed to verify the validity of these rules under 4 SGIs workstations cluster connected by Ethernet. 展开更多
关键词 parallel efficiency evaluation workstation cluster PVM. network parallel computations.
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Two-Dimensional MXene-Based Advanced Sensors for Neuromorphic Computing Intelligent Application
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作者 Lin Lu Bo Sun +2 位作者 Zheng Wang Jialin Meng Tianyu Wang 《Nano-Micro Letters》 2026年第2期664-691,共28页
As emerging two-dimensional(2D)materials,carbides and nitrides(MXenes)could be solid solutions or organized structures made up of multi-atomic layers.With remarkable and adjustable electrical,optical,mechanical,and el... As emerging two-dimensional(2D)materials,carbides and nitrides(MXenes)could be solid solutions or organized structures made up of multi-atomic layers.With remarkable and adjustable electrical,optical,mechanical,and electrochemical characteristics,MXenes have shown great potential in brain-inspired neuromorphic computing electronics,including neuromorphic gas sensors,pressure sensors and photodetectors.This paper provides a forward-looking review of the research progress regarding MXenes in the neuromorphic sensing domain and discussed the critical challenges that need to be resolved.Key bottlenecks such as insufficient long-term stability under environmental exposure,high costs,scalability limitations in large-scale production,and mechanical mismatch in wearable integration hinder their practical deployment.Furthermore,unresolved issues like interfacial compatibility in heterostructures and energy inefficiency in neu-romorphic signal conversion demand urgent attention.The review offers insights into future research directions enhance the fundamental understanding of MXene properties and promote further integration into neuromorphic computing applications through the convergence with various emerging technologies. 展开更多
关键词 TWO-DIMENSIONAL MXenes SENSOR Neuromorphic computing Multimodal intelligent system Wearable electronics
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High-Entropy Oxide Memristors for Neuromorphic Computing:From Material Engineering to Functional Integration
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作者 Jia‑Li Yang Xin‑Gui Tang +4 位作者 Xuan Gu Qi‑Jun Sun Zhen‑Hua Tang Wen‑Hua Li Yan-Ping Jiang 《Nano-Micro Letters》 2026年第2期138-169,共32页
High-entropy oxides(HEOs)have emerged as a promising class of memristive materials,characterized by entropy-stabilized crystal structures,multivalent cation coordination,and tunable defect landscapes.These intrinsic f... High-entropy oxides(HEOs)have emerged as a promising class of memristive materials,characterized by entropy-stabilized crystal structures,multivalent cation coordination,and tunable defect landscapes.These intrinsic features enable forming-free resistive switching,multilevel conductance modulation,and synaptic plasticity,making HEOs attractive for neuromorphic computing.This review outlines recent progress in HEO-based memristors across materials engineering,switching mechanisms,and synaptic emulation.Particular attention is given to vacancy migration,phase transitions,and valence-state dynamics—mechanisms that underlie the switching behaviors observed in both amorphous and crystalline systems.Their relevance to neuromorphic functions such as short-term plasticity and spike-timing-dependent learning is also examined.While encouraging results have been achieved at the device level,challenges remain in conductance precision,variability control,and scalable integration.Addressing these demands a concerted effort across materials design,interface optimization,and task-aware modeling.With such integration,HEO memristors offer a compelling pathway toward energy-efficient and adaptable brain-inspired electronics. 展开更多
关键词 High-entropy oxides MEMRISTORS Neuromorphic computing Configurational entropy Resistive switching
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Mechanical Properties Analysis of Flexible Memristors for Neuromorphic Computing
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作者 Zhenqian Zhu Jiheng Shui +1 位作者 Tianyu Wang Jialin Meng 《Nano-Micro Letters》 2026年第1期53-79,共27页
The advancement of flexible memristors has significantly promoted the development of wearable electronic for emerging neuromorphic computing applications.Inspired by in-memory computing architecture of human brain,fle... The advancement of flexible memristors has significantly promoted the development of wearable electronic for emerging neuromorphic computing applications.Inspired by in-memory computing architecture of human brain,flexible memristors exhibit great application potential in emulating artificial synapses for highefficiency and low power consumption neuromorphic computing.This paper provides comprehensive overview of flexible memristors from perspectives of development history,material system,device structure,mechanical deformation method,device performance analysis,stress simulation during deformation,and neuromorphic computing applications.The recent advances in flexible electronics are summarized,including single device,device array and integration.The challenges and future perspectives of flexible memristor for neuromorphic computing are discussed deeply,paving the way for constructing wearable smart electronics and applications in large-scale neuromorphic computing and high-order intelligent robotics. 展开更多
关键词 Flexible memristor Neuromorphic computing Mechanical property Wearable electronics
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Numerical Analysis and Geometric Assessment of Air Layer Distribution in a Ventilated Planing Hull in Calm Water
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作者 Massimiliano Chillemi Filippo Cucinotta Felice Sfravara 《哈尔滨工程大学学报(英文版)》 2026年第1期46-62,共17页
The issue of resistance reduction through hull ventilation is of particular interest in contemporary research.This paper presents multiphase computational fluid dynamics(CFD)simulations with 2-DOF motion of a planing ... The issue of resistance reduction through hull ventilation is of particular interest in contemporary research.This paper presents multiphase computational fluid dynamics(CFD)simulations with 2-DOF motion of a planing hull.The original hull was modified by introducing a step to allow air ventilation.Following an assessment of the hull performance,a simulation campaign in calm water was conducted to characterize the hull at various forward speeds and air insufflation rates for a defined single step geometry.Geometric analysis of the air layer thickness beneath the hull for each simulated condition was performed using a novel method for visualizing local air thickness.Additionally,two new parameters were introduced to understand the influence of spray rails on the air volume beneath the hull and to indicate the primary direction of ventilated air escape.A validation campaign and an assessment of uncertainty of the simulation has been conducted.The features offered by the CFD methodology include the evaluation of the air layer thickness as a function of hull velocity and injection flow rate and the air volume distribution beneath the hull.The air injection velocity can be adjusted across various operating conditions,thereby preventing performance or efficiency loss during navigation.Based on these findings,the study highlights the benefits of air insufflation in reducing hull resistance for high-speed planing vessels.This work lays a robust foundation for future research and new promising topics,as the exploration of air insufflation continues to be a topic of contemporary interest within naval architecture and hydrodynamics. 展开更多
关键词 Computational fluid dynamics Air cavity ships Planing hull HYDRODYNAMICS Maritime sustainability
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Combined multidetector computed tomography and gastrointestinal endoscopy for gastric cancer screening,preoperative staging,and lymph node metastasis detection
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作者 Le-Ping Ye Yan-Ping Zhang +4 位作者 Gang Chen Yi-Xian Wu Cheng-Long He Dong Wang Qiao Mei 《World Journal of Gastrointestinal Oncology》 2026年第1期200-210,共11页
BACKGROUND Early screening,preoperative staging,and diagnosis of lymph node metastasis are crucial for improving the prognosis of gastric cancer(GC).AIM To evaluate the diagnostic value of combined multidetector compu... BACKGROUND Early screening,preoperative staging,and diagnosis of lymph node metastasis are crucial for improving the prognosis of gastric cancer(GC).AIM To evaluate the diagnostic value of combined multidetector computed tomography(MDCT)and gastrointestinal endoscopy for GC screening,preoperative staging,and lymph node metastasis detection,thereby providing a reference for clinical diagnosis and treatment.METHODS In this retrospective study clinical and imaging data of 134 patients with suspected GC who were admitted between January 2023 and October 2024 were initially reviewed.According to the inclusion and exclusion criteria,102 patients were finally enrolled in the analysis.All enrolled patients had undergone both MDCT and gastrointestinal endoscopy examinations prior to surgical intervention.Preoperative clinical staging and lymph node metastasis findings were compared with pathological results.RESULTS The combined use of MDCT and gastrointestinal endoscopy demonstrated a sensitivity of 98.53%,specificity of 97.06%,accuracy of 98.04%,positive predictive value of 98.53%,and negative predictive value of 97.06%for diagnosing GC.These factors were all significantly higher than those of MDCT or endoscopy alone(P<0.05).The accuracy rates of the combined approach for detecting clinical T and N stages were 97.06%and 92.65%,respectively,outperforming MDCT alone(86.76% and 79.41%)and endoscopy alone(85.29% and 70.59%)(P<0.05).Among 68 patients with confirmed GC,50(73.53%)were pathologically diagnosed with lymph node metastasis.The accuracy for detecting lymph node metastasis was 66.00%with endoscopy,76.00%with MDCT,and 92.00% with the combined approach,all with statistically significant differences(P<0.05).CONCLUSION The combined application of MDCT and gastrointestinal endoscopy enhanced diagnostic accuracy for GC,provided greater consistency in preoperative staging,and improved the detection of lymph node metastasis,thereby demonstrating significant clinical utility. 展开更多
关键词 Multidetector computed tomography Gastrointestinal endoscopy Gastric cancer Preoperative staging Lymph node metastasis
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Future directions of image-guided thermal ablation in colorectal cancer lung oligometastases
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作者 Yu-Yin Wang Cui-Ping Zhang +3 位作者 Qing-Biao Zhang Xing-Yan Le Jun-Bang Feng Chuan-Ming Li 《World Journal of Gastroenterology》 2026年第2期162-166,共5页
Colorectal cancer(CRC)with lung oligometastases,particularly in the presence of extrapulmonary disease,poses considerable therapeutic challenges in clinical practice.We have carefully studied the multicenter study by ... Colorectal cancer(CRC)with lung oligometastases,particularly in the presence of extrapulmonary disease,poses considerable therapeutic challenges in clinical practice.We have carefully studied the multicenter study by Hu et al,which evaluated the survival outcomes of patients with metastatic CRC who received image-guided thermal ablation(IGTA).These findings provide valuable clinical evidence supporting IGTA as a feasible,minimally invasive approach and underscore the prognostic significance of metastatic distribution.However,the study by Hu et al has several limitations,including that not all pulmonary lesions were pathologically confirmed,postoperative follow-up mainly relied on dynamic contrast-enhanced computed tomography,no comparative analysis was performed with other local treatments,and the impact of other imaging features on efficacy and prognosis was not evaluated.Future studies should include complete pathological confirmation,integrate functional imaging and radiomics,and use prospective multicenter collaboration to optimize patient selection standards for IGTA treatment,strengthen its clinical evidence base,and ultimately promote individualized decision-making for patients with metastatic CRC. 展开更多
关键词 Colorectal cancer Lung oligometastases Extrapulmonary metastases Imageguided thermal ablation Dynamic contrast-enhanced computed tomography Functional imaging
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人体动作姿态识别方法研究综述
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作者 梁本来 《信息记录材料》 2026年第1期18-20,26,共4页
人体动作识别技术是计算机视觉领域的重要研究方向。本文综述了当前主流的人体动作姿态识别方法,包括基于图像的姿态估计、基于视频的时序分析、三维空间姿态重建及基于骨架的动作识别等方法,通过对比分析各类方法在计算复杂度、场景适... 人体动作识别技术是计算机视觉领域的重要研究方向。本文综述了当前主流的人体动作姿态识别方法,包括基于图像的姿态估计、基于视频的时序分析、三维空间姿态重建及基于骨架的动作识别等方法,通过对比分析各类方法在计算复杂度、场景适应性和性能表现(准确性、实时性、鲁棒性等)等方面的特点,揭示了该技术领域面临的三维标注数据获取困难、复杂环境泛化能力不足及实时性与精度难以兼顾等核心挑战。针对未来发展趋势,本文探讨了轻量化模型设计、多模态融合、弱监督与自监督学习、三维时空建模、Transformer架构应用及领域自适应等关键研究方向,旨在为后续相关研究提供思路与借鉴。 展开更多
关键词 人体动作姿态识别 深度学习 计算机视觉 时空图卷积网络
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区域协调发展下建设全国一体化算力网的理论逻辑与实践路径
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作者 王欣亮 李想 于冰 《西北大学学报(哲学社会科学版)》 北大核心 2026年第1期55-68,共14页
在进一步优化生产力布局、推进区域协调发展的目标下,以生态系统理论为基础,建构“空间-权力-治理”三重嬗变逻辑,探索全国一体化算力网驱动区域协调发展的理论关系及可行路径。首先,沿空间逻辑,探索一体化算力网对数据要素集聚形态和... 在进一步优化生产力布局、推进区域协调发展的目标下,以生态系统理论为基础,建构“空间-权力-治理”三重嬗变逻辑,探索全国一体化算力网驱动区域协调发展的理论关系及可行路径。首先,沿空间逻辑,探索一体化算力网对数据要素集聚形态和劳动力、资本要素流动形态的变革机制,以夯实协调发展资源支撑;沿权力逻辑,阐明一体化算力网重构区域发展权和收益权的内在机理,以激发协调发展主体动力;沿治理逻辑,揭示一体化算力网弥合区际治理技术、规则与环境差异的关键路径,以优化区域协同治理环境。其次,剖析一体化算力网在平衡资源禀赋、调节收益结构及推动制度协同过程中的实践困境。最后,提出:应加强一体化算力网标准与网络建设,缩小算力资源禀赋相对差异;构建激励相容的算力考核体系,保障协调主体可持续动力;增强顶层协调权威与规则约束力,为算力资源的高效调度提供刚性保障等,强化一体化算力网对区域协调发展驱动效应。这一结论不仅深化生态系统理论在解释区域协调发展中的理论价值,更呼应了党中央长期以来对区域协调发展问题的关注以及二十届四中全会关于“推进全国一体化算力网”会议精神。 展开更多
关键词 党的二十届四中全会 区域协调发展 生态系统理论 全国一体化算力网 生产力布局
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新质生产力在护理研究中的应用进展
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作者 江霞 江海燕 《循证护理》 2026年第1期105-109,共5页
综述了自新质生产力概念提出以来护理研究中高素质劳动者、高智能劳动资料、高算力劳动对象等新质生产力的应用现状,提出未来可依据相关政策法规加强高素质护理管理者的培训与管理;重视护理过程中高智能劳动资料及高算力劳动对象的安全... 综述了自新质生产力概念提出以来护理研究中高素质劳动者、高智能劳动资料、高算力劳动对象等新质生产力的应用现状,提出未来可依据相关政策法规加强高素质护理管理者的培训与管理;重视护理过程中高智能劳动资料及高算力劳动对象的安全隐私、医学伦理,拓展新质生产力三要素应用的准确性、科学性方面的研究以及其应用质量的评价,为推动护理专业成长及护理学科持续高质量发展提供理论和实践基础。 展开更多
关键词 护理研究 新质生产力 高素质劳动者 高智能劳动资料 高算力劳动对象 护理 综述
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CompuDEX:基于区块链的大模型微调算力共享平台
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作者 张凌浩 谭海波 +3 位作者 赵赫 陈中 程昊天 马志宇 《浙江大学学报(工学版)》 北大核心 2026年第1期1-18,共18页
利用分布在世界各地的闲置算力对大语言模型进行训练,有望提供全新的算力供应模式和削减训练成本.针对此方法存在的隐私风险、恶意攻击和信任缺失问题,提出基于区块链的大模型微调算力共享平台CompuDEX.充分利用区块链技术去信任、匿名... 利用分布在世界各地的闲置算力对大语言模型进行训练,有望提供全新的算力供应模式和削减训练成本.针对此方法存在的隐私风险、恶意攻击和信任缺失问题,提出基于区块链的大模型微调算力共享平台CompuDEX.充分利用区块链技术去信任、匿名的特性,提供无需信任中介且保护用户隐私的交易平台.利用智能合约和密码学工具促使算力提供者公平竞争,以进一步降低训练成本.基于零知识证明设计“红气球”激励机制与安全性方案,用于识别算力提供者的恶意行为并追责.通过对微调方法 LoRA的结构进行拆分,在不增加额外计算开销的前提下保护训练过程中的数据隐私.实验结果表明,在微调的前向传播阶段,计算成本仅为国内主流云服务提供商的8%~14%.通过增加并行节点的数量,运行时间可以从本地训练所需时间的175%显著减少到20%,甚至更低. 展开更多
关键词 区块链 大模型 微调 外包计算 隐私保护
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