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基于ECA-Net的双信息流图像字幕生成方法研究

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光电子·激光 2025年第1期36卷 27-35页

作者：刘仲民苏融胡文瑾兰州理工大学电气工程与信息工程学院甘肃省工业过程先进控制重点实验室西北民族大学数学与计算机科学学院

针对图像字幕生成中由于视觉信息不足使生成的描述语句与图像内容不匹配的问题，提出一种基于高效通道注意力(efficient channel attention network, ECA-Net)的双信息流图像字幕生成方法。首先，该方法将图像分割特征作为另一个视觉信... 详细信息

针对图像字幕生成中由于视觉信息不足使生成的描述语句与图像内容不匹配的问题，提出一种基于高效通道注意力(efficient channel attention network, ECA-Net)的双信息流图像字幕生成方法。首先，该方法将图像分割特征作为另一个视觉信息源，采用迭代独立层归一化(iterative independent layer normalization, IILN)模块融合分割特征和网格特征，以双信息流网络提取图像特征；其次，在编码器中添加ECA-Net模块，通过跨通道交互学习图像特征之间的相关性，使预测结果更加关注视觉内容。最后，解码器根据提供的视觉信息和部分生成的字幕预测下一个词组，从而生成准确的字幕。在MSCOCO数据集上进行实验证明，该方法可以增强图像视觉信息之间的依赖性，使生成字幕相关度更高、语法更准确。

关键词：字幕生成通道注意力编解码器双信息流

Wave interaction for a generalized higher-dimensional Boussinesq equation describing the nonlinear Rossby waves

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Journal of Oceanology and Limnology 2024年第5期42卷 1415-1424页

作者： rong su Penghao JI Xiaojun YIN College of Science Inner Mongolia Agricultural UniversityHohhot 010018China

Based on an algebraically Rossby solitary waves evolution model,namely an extended(2+1)-dimensional Boussinesq equation,we firstly introduced a special transformation and utilized the Hirota method,which enable us to obtain multi-complexiton solutions and explore the interaction among the *** wave functions are then employed to infer the influence of background flow on the propagation of Rossby waves,as well as the characteristics of propagation in multi-wave running ***,we generated stereogram drawings and projection figures to visually represent these *** dynamical behavior of these solutions is thoroughly examined through analytical and graphical ***,we investigated the influence of the generalized beta effect and the Coriolis parameter on the evolution of Rossby waves.

关键词： Rossby wave Boussinesq equation Complexiton solution Breather solution

Polynomial Approach to Optimal One-wafer Cyclic Scheduling of Treelike Hybrid Multi-Cluster Tools via Petri Nets

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IEEE/CAA Journal of Automatica Sinica 2018年第1期5卷 270-280页

作者： Fajun Yang Naiqi Wu Yan Qiao rong su Department of Industrial Engineering School of Electro-Mechanical Engineering Guangdong University of Technology Guangzhou 510006 China School of Electrical and Electronic Engineering at Nanyang Technological University 639798 Singapore Institute of Systems Engineering Macao University of Science and Technology Taipa Macao 999078 China school of Electro-Mechanical Engineering Guangdong University of Technology Guangzhou 510006 China IEEE

A treelike hybrid multi-cluster tool is composed of both single-arm and dual-arm cluster tools with a treelike topology. Scheduling such a tool is challenging. For a hybrid treelike multi-cluster tool whose bottleneck individual tool is process-bound, this work aims at finding its optimal one-wafer cyclic schedule. It is modeled with Petri nets such that a onewafer cyclic schedule is parameterized as its robots' waiting *** on the model, this work proves the existence of its onewafer cyclic schedule that features with the ease of industrial implementation. Then, computationally efficient algorithms are proposed to find the minimal cycle time and optimal onewafer cyclic schedule. Multi-cluster tool examples are given to illustrate the proposed approach. The use of the found schedules enables industrial multi-cluster tools to operate with their highest productivity.

关键词： Multi-cluster tool Petri nets scheduling semiconductor manufacturing

Generating Even-Photon State via Resonant Interaction Between Ladder-Type Three-Level Atoms with a Single-Mode Field

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Communications in Theoretical Physics 2008年第1期49卷 221-224页

作者： ZHONG Zhi-rong su Wan-Jun Department of Electronic Science and Applied Physics Puzhou University Puzhou 350002 China

A scheme is presented to generate even-photon state based on resonant interaction between ladder-type three-level atoms with a single-mode field. In the scheme, a sequence of suitably prepared ladder-type three-level atoms are orderly sent through a single-mode cavity initiaJly in vacuum state. The detection of a J1 the atoms in the ground states collapses the cavity to the desired state. The scheme is based on the resonant interaction of atoms with the cavity, and thus the required interaction time can be greatly shortened. This is important in view of decoherence.

关键词： even photon state resonant interaction ladder-type atom

A case report of abdominal distention caused by herpes zoster

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World Journal of Gastroenterology 2012年第33期18卷 4627-4628页

作者： su-rong Zhou Chuan-Yu Liu Department of Dermatology The Affiliated Yantai Yuhuangding Hospital of Qingdao University Medical College Yantai 264000 Shandong Province China

Gastrointestinal complications caused by herpes zoster are extremely rare. Here, we described a case of abdominal distention caused by herpes zoster. The patient was a 59-year-old female who suffered from unexplained paroxysmal and a burning pain on the right part of her waist and abdomen, accompanied by abdominal distention. Intestinal pseudo-obstruction was diagnosed by abdominal radiography. Distention of the right abdominal wall was still apparent after one month. In this report, we found that recovery from abdominal distention caused by herpes zoster is difficult and may require surgical intervention.

关键词： Abdominal distention Herpes zoster Intestinal pseudo-obstruction Ogilvie's syndrome

Simulation and analysis of O_(2)-CaO jet behavior with different shrouding fuel mediums in electric arc furnace steelmaking

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Journal of Iron and Steel Research International 2020年第11期27卷 1259-1269页

作者： Bing-long Zhang Guang-sheng Wei Run-zao Liu rong Zhu rong-fang su School of Metallurgical and Ecological Engineering University of Science and Technology BeijingBeijing 100083China Beijing Key Laboratory of Special Melting and Preparation of High-End Metal Materials Beijing 100083China Beijing rongcheng Jingye Technology Co. Ltd.Beijing 100083China

The O_(2)-CaO jet with shrouding combustion flame demonstrates some advantages in quick melting and effective slag foaming by delivering lime powder deeply into the molten *** the discrete particle model and the eddy dissipation concept model with the detailed chemical kinetic mechanisms(GRI-Mech 3.0),computational fluid dynamics models of the O_(2)-CaO jet with different shrouding fuel mediums injection were ***,the results of the numerical simulation were validated by the measured data of cold test for O_(2)-CaO ***,the interaction between the particles and the gas jet of the O_(2)-CaO jet and the effect of shrouding fuel medium species on the fluid flow characteristics of the O_(2)-CaO jet were *** show that the CaO particles can be effectively heated by the shrouding high-temperature combustion flame and compared with the O_(2)-CaO jet without shrouding gas,the potential core length was increased about 2.5,3.3 and 4.3 times by the shrouding flame generated from CO,CH_(4) and C_(3)H_(8).And with shrouding CH_(4) and C_(3)H_(8) injection,the CaO particles can be clustered together in a long distance,which would be helpful to improve the utilization efficiency of CaO particles.

关键词： O_(2)-CaO jet Shrouding fuel medium Electric arc furnace steelmaking Numerical simulation Cold test CaO particle

Recursive Approximation of Complex Behaviours With IoT-Data Imperfections

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IEEE/CAA Journal of Automatica Sinica 2020年第3期7卷 656-667页

作者： Korkut Bekiroglu Seshadhri Srinivasan Ethan Png rong su Constantino Lagoa College of Engineering SUNY Polytechnic InstituteUtica 13503NYUSA Berkeley Education Alliance for Research in Singapore(BEARS) Singapore 138602Singapore School of Electrical and Electronic Engineering Nanyang Technological UniversitySingapore 639798Singapore IEEE Electrical Engineering Department of Pennsylvania State University ParkPA 16802 USA

This paper presents an approach to recursively estimate the simplest linear model that approximates the time-varying local behaviors from imperfect(noisy and incomplete) measurements in the internet of things(IoT) based distributed decision-making problems. We first show that the problem of finding the lowest order model for a multi-input single-output system is a cardinality(l0) optimization problem, known to be *** solve the problem a simpler approach is proposed which uses the recently developed atomic norm concept and the modified Frank-Wolfe(mFW) algorithm is introduced. Further, the paper computes the minimum data-rate required for computing the models with imperfect measurements. The proposed approach is illustrated on a building heating, ventilation, and air-conditioning(HVAC) control system that aims at optimizing energy consumption in commercial buildings using IoT devices in a distributed manner. The HVAC control application requires recursive thermal dynamical model updates due to frequently changing conditions and non-linear dynamics. We show that the method proposed in this paper can approximate such complex dynamics on single-board computers interfaced to sensors using unreliable communication channels. Real-time experiments on HVAC systems and simulation studies are used to illustrate the proposed method.

关键词： Adaptability distributed decision systems imperfect measurements internet of things(IoT) low order model identification

Numerical Simulation of Droplet Generation in Coaxial Microchannels

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Fluid Dynamics & Materials Processing 2024年第3期20卷 487-504页

作者： Zongjun Yin rong su Hui Xu School of Mechanical Engineering Anhui Institute of Information TechnologyWuhu241100China

In this study,numerical simulations of the pinching-off phenomena displayed by the dispersed phase in a continuous phase have been conducted using COMSOL Multiphysics(level-set method).Four flow patterns,namely“drop flow”,“jet flow”,“squeeze flow”,and“co-flow”,have been obtained for different flow velocity ratios,channel diameter ratios,density ratios,viscosity ratios,and surface *** flow pattern map of two-phase flow in coaxial microchannels has been obtained accordingly,and the associated droplet generation process has been critically discussed considering the related frequency,diameter,and pinch-off *** particular,it is shown that the larger the flow velocity ratio,the smaller the diameter of generated droplets and the shorter the pinch-off *** pinch-off length of a droplet is influenced by the channel diameter ratio and density *** changes in viscosity ratio have a negligible influence on the droplet generation pinching *** an increase in surface tension,the frequency of generation and pinch-off length of droplets decrease,but for small surface tension the generation diameter of droplet increases.

关键词： Droplet generation characteristics coaxial microchannels flow patterns pinch-off length

Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution

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IEEE/CAA Journal of Automatica Sinica 2023年第1期10卷 135-158页

作者： Shubham Gupta Shitu Singh rong su Shangce Gao Jagdish Chand Bansal the School of Electrical and Electronic Engineering Nanyang Technological UniversitySingapore 639798Singapore the Department of Mathematics South Asian UniversityNew Delhi 110021India IEEE Faculty of Engineering University of ToyamaToyama-shi 930-8555Japan

The differential evolution(DE)algorithm relies mainly on mutation strategy and control parameters'*** take full advantage of top elite individuals in terms of fitness and success rates,a new mutation operator is *** control parameters such as scale factor and crossover rate are tuned based on their success rates recorded over past evolutionary *** proposed DE variant,MIDE,performs the evolution in a piecewise manner,i.e.,after every predefined evolutionary stages,MIDE adjusts its settings to enrich its diversity *** performance of the MIDE is validated on two different sets of benchmarks:CEC 2014 and CEC 2017(special sessions&competitions on real-parameter single objective optimization)using different performance *** the end,MIDE is also applied to solve constrained engineering *** efficiency and effectiveness of the MIDE are further confirmed by a set of experiments.

关键词： Control parameters differential Evolution metaheuristic algorithms mutation operator