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Unveiling the relationship between Fabry-Perot laser structures and optical field distribution via symbolic regression
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作者 LI Wenqiang WU Min +2 位作者 LI Weijun HAO Meilan YU Lina 《Optoelectronics Letters》 2025年第3期149-154,共6页
In recent years,machine learning(ML)techniques have been shown to be effective in accelerating the development process of optoelectronic devices.However,as"black box"models,they have limited theoretical inte... In recent years,machine learning(ML)techniques have been shown to be effective in accelerating the development process of optoelectronic devices.However,as"black box"models,they have limited theoretical interpretability.In this work,we leverage symbolic regression(SR)technique for discovering the explicit symbolic relationship between the structure of the optoelectronic Fabry-Perot(FP)laser and its optical field distribution,which greatly improves model transparency compared to ML.We demonstrated that the expressions explored through SR exhibit lower errors on the test set compared to ML models,which suggests that the expressions have better fitting and generalization capabilities. 展开更多
关键词 machine learning optoelectronic deviceshoweverasblack optical field distributionwhich symbolic regression symbolic regression sr technique Fabry Perot laser discovering explicit symbolic relationship optical field distribution
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Digital Dissemination and Consumption of Cultural Symbols in Lingnan’s Traditional Villages
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作者 Xinrui Cai 《Proceedings of Business and Economic Studies》 2025年第6期24-31,共8页
Ancient villages in Lingnan serve as crucial carriers of Lingnan culture.Their abundant cultural symbols now face the dual task of inheritance and innovation in the digital era.Drawing on Stuart Hall’s encoding/decod... Ancient villages in Lingnan serve as crucial carriers of Lingnan culture.Their abundant cultural symbols now face the dual task of inheritance and innovation in the digital era.Drawing on Stuart Hall’s encoding/decoding theory,this study explores how representative cultural symbols of Lingnan’s ancient villages are digitally translated and disseminated.By analyzing specific cases,it elucidates the logic of audience interaction and consumption during the decoding of these digital cultural symbols.This study aims to offer valuable insights for revitalizing ancient village culture and informing its sustainable industrial development. 展开更多
关键词 Ancient villages of Lingnan Cultural symbols Digital dissemination Encoding and decoding symbolic consumption
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Analysis of the Complexity and Symbolic Significance of Lensky’s Character in Eugene Onegin
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作者 Shiwei Liang 《Journal of Contemporary Educational Research》 2025年第3期67-72,共6页
The character of Lensky in Eugene Onegin is one of the most discussed figures in the novel.He is the friend of Eugene Onegin and represents a contradictory personality.In the novel,Lensky displays a complex set of cha... The character of Lensky in Eugene Onegin is one of the most discussed figures in the novel.He is the friend of Eugene Onegin and represents a contradictory personality.In the novel,Lensky displays a complex set of characteristics,appearing both elegant and noble on the outside,while concealing a deep inner loneliness and conflict.His attitude toward love and his dissatisfaction with society make him a dramatic and profound character in the story.By analyzing the character of Lensky,we can explore his role in the novel and his relationships with other characters.Lensky’s presence not only enriches the plot but also presents a figure filled with inner contradictions and emotional struggles.His friendship and rivalry with Eugene Onegin,as well as his admiration and helplessness in regard to Olga,showcase his complex inner world and reflections on life.Furthermore,the character of Lensky carries a certain symbolic significance.He can be seen as a metaphor for Russian society and culture at the time.His loneliness and inner conflict symbolize the limitations of Russian society and culture,while also reflecting Pushkin’s idealized pursuit of love and friendship,as well as his critical view of reality.In conclusion,through a deep analysis of Lensky’s character,we can better understand the portrayal of characters and the development of the plot in Eugene Onegin.It also provides readers with a perspective on Pushkin’s thoughts and observations on human nature,society,and culture. 展开更多
关键词 CHARACTER ANALYSIS PERSONALITY symbolic significance
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The Withered Rose and Decay of the South:Symbolic Systems in A Rose for Emily
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作者 MIN Hong-yan 《Journal of Literature and Art Studies》 2025年第5期383-390,共8页
William Faulkner’s Southern Gothic style features fragmented narratives and rich symbolism that explore characters’psychological complexity and the decay of Southern society.In his seminal work exploring Emily Grier... William Faulkner’s Southern Gothic style features fragmented narratives and rich symbolism that explore characters’psychological complexity and the decay of Southern society.In his seminal work exploring Emily Grierson’s tragic life,Faulkner employs a rich symbolic system that transcends mere literary decoration,instead functioning as a complex interpretative lens through which the disintegration of traditional Southern social structures can be understood.This paper argues that the symbolic framework in the narrative not only shapes Emily’s personal tragedy but also serves as a profound metaphorical representation of the collapse of the old Southern civilization-a system marked by rigid social hierarchies,racial tensions,and the slow erosion of aristocratic ideals in the face of inevitable social transformation.By dissecting the intricate symbolic elements-from the decaying mansion to the gothic imagery of death and preservation-this analysis reveals how Faulkner’s symbolic methodology becomes a nuanced historical and psychological commentary on the South’s traumatic transition from an antebellum past to a modernizing present. 展开更多
关键词 Southern Gothic symbolISM civilizational decay William Faulkner
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Conversion of Symbols According to the Relief Needs of the Buddhist Community in Binh Dinh Province,Vietnam
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作者 Nguyen Van Du 《Cultural and Religious Studies》 2025年第2期70-81,共12页
The two ancient stone statues worshiped at Nhan Son Pagoda in Nhon Hau Commune,An Nhon Town,Binh Dinh Province,Vietnam,have played different roles and been known by various names throughout history,each tied to myster... The two ancient stone statues worshiped at Nhan Son Pagoda in Nhon Hau Commune,An Nhon Town,Binh Dinh Province,Vietnam,have played different roles and been known by various names throughout history,each tied to mysterious and fascinating stories.To explain the shift from their role as Dharma protectors,known as Dvarapala,in the Do Ban capital temple complex of the Vijaya Dynasty,to their portrayal as close friends in Song Nghia Pagoda,and finally to their current identity as the Red and Black Gods who bless everyone,the author of this article conducted several field trips for deeper insight.The changing roles of these two stone statues at Nhan Son Pagoda reflect the flexible and creative engagement of the Buddhist community in Binh Dinh Province with spiritual symbols,adapting to evolving religious needs. 展开更多
关键词 Nhan Son Pagoda Binh Dinh Ong Do Ong Den symbol
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The Literary Effects of Metaphors and Symbolism:A Case Study on Invisible Man by Ralph Ellison
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作者 XIONG Zi-yan WANG Peng-fei 《Journal of Literature and Art Studies》 2025年第5期391-397,共7页
Invisible Man is a novel written by Ralph Ellison,talking about how the protagonist struggled in society as an African-American,sought his own identity and sense of belonging,and finally accepted the reality of being... Invisible Man is a novel written by Ralph Ellison,talking about how the protagonist struggled in society as an African-American,sought his own identity and sense of belonging,and finally accepted the reality of being“invisible”to live underground.The metaphors and symbols as key writing techniques in Invisible Man were analyzed in the paper with certain typical examples to reveal their research values for explorations of race issues in the book.The paper particularly highlights the tension embedded in the metaphors and the sarcasm conveyed through the symbols. 展开更多
关键词 Invisible Man metaphorical tension symbolic sarcasm
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Advancing Code Obfuscation: Novel Opaque Predicate Techniques to Counter Dynamic Symbolic Execution
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作者 Yan Cao Zhizhuang Zhou Yan Zhuang 《Computers, Materials & Continua》 2025年第7期1545-1565,共21页
Code obfuscation is a crucial technique for protecting software against reverse engineering and security attacks.Among various obfuscation methods,opaque predicates,which are recognized as flexible and promising,are w... Code obfuscation is a crucial technique for protecting software against reverse engineering and security attacks.Among various obfuscation methods,opaque predicates,which are recognized as flexible and promising,are widely used to increase control-flow complexity.However,traditional opaque predicates are increasingly vulnerable to Dynamic Symbolic Execution(DSE)attacks,which can efficiently identify and eliminate them.To address this issue,this paper proposes a novel approach for anti-DSE opaque predicates that effectively resists symbolic execution-based deobfuscation.Our method introduces two key techniques:single-way function opaque predicates,which leverage hash functions and logarithmic transformations to prevent constraint solvers from generating feasible inputs,and path-explosion opaque predicates,which generate an excessive number of execution paths,overwhelming symbolic execution engines.To evaluate the effectiveness of our approach,we implemented a prototype obfuscation tool and tested it against prominent symbolic execution engines.Experimental results demonstrate that our approach signifi-cantly increases resilience against symbolic execution attacks while maintaining acceptable performance overhead.This paper provides a robust and scalable obfuscation technique,contributing to the enhancement of software protection strategies in adversarial environments. 展开更多
关键词 Dynamic symbolic execution opaque predicates code obfuscation
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Symbol Labeling for LDPC Coded Delayed BICM in a Two-Way Relay Channel
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作者 Zhang Zhe Zhou Liang +1 位作者 Du Junyi Zhou Zhiheng 《China Communications》 2025年第10期170-178,共9页
This paper is concerned with design-ing symbol labeling for a low-density parity-check(LDPC)-coded delayed bit-interleaved coded modu-lation(DBICM)scheme in a two-way relay channel(TWRC).We first present some properti... This paper is concerned with design-ing symbol labeling for a low-density parity-check(LDPC)-coded delayed bit-interleaved coded modu-lation(DBICM)scheme in a two-way relay channel(TWRC).We first present some properties of symbol labeling within a phase shift keying(PSK)modula-tion.These properties reduce the candidate labeling search space.Based on this search space,we take DBICM capacity as the cost function and propose a general method for optimizing symbol labeling by em-ploying the differential evolution algorithm.Numeri-cal results show that our labeling obtains a signal-to-noise ratio(SNR)gain up to 0.45 dB with respect to Gray labeling. 展开更多
关键词 delayed BICM LDPC symbol labeling two-way relay channel
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The Solidifying Power of Myth in Cassirer’s Philosophy of Symbolic Forms
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作者 SHEN Bo 《Journal of Literature and Art Studies》 2025年第3期152-157,共6页
Cassirer argues that humans are animals of symbols,and these symbolic forms encompass not only the science of rational logic but also non-logical elements such as mythology and primitive religions.Previous research on... Cassirer argues that humans are animals of symbols,and these symbolic forms encompass not only the science of rational logic but also non-logical elements such as mythology and primitive religions.Previous research on Cassirer’s philosophy of symbolic forms has primarily focused on philosophical connotations,philosophical thoughts,cultural philosophy,and other aspects,yielding abundant results.By examining mythology within the context of symbolic forms,we discover a force within it,namely,the solidifying power.This solidifying power demands that mythology maintain fixed and established forms during its emergence and development,thereby distinguishing it from other symbolic forms.By exploring the development trends and manifestations of the solidifying power in mythology,we can gain a clearer understanding of the path of human intellectual development from childhood to maturity,thus answering the historical question of human essence. 展开更多
关键词 CASSIRER philosophy of symbolic forms MYTHOLOGY solidifying power
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Cultural Symbolism:Translating Costume Imagery in Chu Ci
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作者 YU Yan ZHOU Dan HUA Min 《Cultural and Religious Studies》 2025年第6期309-314,共6页
This paper offers a comprehensive analysis of the costume culture in the translation of Chu Ci,an influential work of Chinese literature.It examines the unique features of Chu Ci’s costume culture,including its histo... This paper offers a comprehensive analysis of the costume culture in the translation of Chu Ci,an influential work of Chinese literature.It examines the unique features of Chu Ci’s costume culture,including its historical and cultural significance,as well as the role of literary imagery in expressing cultural symbolism.The paper also delves into the challenges faced by translators in translating Chu Ci’s highly symbolic costumes and delivering their cultural connotations.The analysis provides insights into the issues of polysemy and translation choices,which are significant obstacles that require careful consideration of contextual usage to achieve meaningful translations.Furthermore,the paper highlights the importance of humanistic implications in interpreting Chu Ci’s costume culture,with the aim of promoting the appreciation and understanding of traditional Chinese culture worldwide. 展开更多
关键词 Chu Ci Chinese literature TRANSLATION costume culture cultural symbolism
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Low-Complexity Digital Backpropagation for High-Symbol-Rate Coherent Optical Fiber Communication Systems
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作者 Tang Du Wu Zhen +4 位作者 Tang Xizi Luo Jiating Luo Ji Zheng Bofang Qiao Yaojun 《China Communications》 2025年第7期170-185,共16页
To achieve a low-complexity nonlinearity compensation(NLC)in high-symbol-rate(HSR)systems,we propose a modified weighted digital backpropagation(M-W-DBP)by jointly shifting the calculated position of nonlinear phase n... To achieve a low-complexity nonlinearity compensation(NLC)in high-symbol-rate(HSR)systems,we propose a modified weighted digital backpropagation(M-W-DBP)by jointly shifting the calculated position of nonlinear phase noise and considering the correlation of neighboring symbols in the NLC section of DBP.Based on this model,with the aid of neural network optimization,a learned version of M-W-DBP(M-W-LDBP)is also proposed and explored.Furthermore,enough technical details are revealed for the first time,including the principle of our proposed M-W-DBP and M-W-LDBP,the training process,and the complexity analysis of different DBPclass NLC algorithms.Evaluated numerically with QPSK,16QAM,and PS-64QAM modulation formats,1-step-per-span(1-StPS)M-W-DBP/LDBP achieves up to 1.29/1.49 dB and 0.63/0.74 dB signal-to-noise ratio improvement compared to chromatic dispersion compensation(CDC)in 90-GBaud and 128-GBaud 1000-km single-channel transmission systems,respectively.Moreover,1-StPS M-W-DBP/LDBP provides a more powerful NLC ability than 2-StPS LDBP but only needs about 60%of the complexity.The effectiveness of the proposed M-W-DBP and M-W-LDBP in the presence of laser phase noise is also verified and the necessity of using the learned version of M-WDBP is also discussed.This work is a comprehensive study of M-W-DBP/LDBP and other DBP-class NLC algorithms in HSR systems. 展开更多
关键词 digital backpropagation fiber nonlinearity fiber optic communication high symbol rate
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The Symbolism of the Marsh Plant,Typha latifolia,in Botticelli’s The Birth of Venus
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作者 Liana De Girolami Cheney 《Journal of Literature and Art Studies》 2025年第9期665-677,共13页
Botticelli’s The Birth of Venus continues to serve as an iconographic enigma and remains an enduring subject of scholarly analysis concerning the significance of mythological art and its symbolism during the Italian ... Botticelli’s The Birth of Venus continues to serve as an iconographic enigma and remains an enduring subject of scholarly analysis concerning the significance of mythological art and its symbolism during the Italian Renaissance.Therefore,it is particularly noteworthy to examine further the symbolic elements embedded within the imagery.This essay focuses on a specific component in the landscape of The Birth of Venus-the marsh plant on the riverbank,commonly known as cattail in English,tifa or stiancia in Italian,and Typha latifolia in Latin.Botticelli’s The Birth of Venus,executed between 1485 and 1490,is a tempera on canvas with gesso and gold applications.It was commissioned with specific aesthetic,cultural,and intellectual objectives and was intended to be displayed in a private chamber for personal viewing by members of the Medici family.Situated initially within the Medicean Villa at Castello,it has been exhibited at the Galleria degli Uffizi in Florence since 1815.This mythological painting exemplifies the Italian Renaissance principles of both physical and metaphysical humanism,visualized in a fusion of pagan and Christian iconography and iconology,incorporating symbolism that engages with antiquity and classical mythology.It also incorporates Italian Renaissance Neoplatonic philosophy,reflects Renaissance love poetry,demonstrates inventive patronage,and embodies spirituality directed towards a higher purpose. 展开更多
关键词 ANTIQUITY humanism mythology Italian Neoplatonism Italian Renaissance poetry BOTTICELLI Medici symbolISM marsh plant cattails
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RED,WHITE AND BLACK:METHODOLOGIES FOR UNDERSTANDING COLOR SYMBOLISM IN MESOPOTAMIAN MAGIC AND RITUAL
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作者 Shiyanthi Thavapalan 《Journal of Ancient Civilizations》 2025年第1期1-23,113,共24页
The color cluster red,black and white occurs in the artistic,ritual and magical activities of virtually all cultures around the world,suggesting their preeminence in human symbolic thought.Among the various explanatio... The color cluster red,black and white occurs in the artistic,ritual and magical activities of virtually all cultures around the world,suggesting their preeminence in human symbolic thought.Among the various explanations that have been brought forth to account for the special status of these three colors are:1)evolutionary/ecological arguments,drawing support from vision science,perceptual philosophy and primate biology;2)cognitive arguments,which pay attention to how human beings categorize and create meaning out of perceptual experiences;3)linguistic arguments,as these are the earliest lexicalized color words in most languages;4)and diverse socio-cultural arguments.This paper will explore the manifestation of red,black and white–both in concrete terms,through the use and manipulation of materials,as well as abstract ideas–in Assyrian and Babylonian magical and ritual activities.It will highlight how meaning is created and communicated by relating colors to natural and supernatural phenomena and will further attempt to provide a methodological framework for the analysis of color symbolism. 展开更多
关键词 Akkadian color terminology color symbolism Mesopotamian magic and ritual MATERIALITY SEMIOTICS solid metaphors
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The Collapse of Cooperation:Extreme Violations of Grice’s Maxims in Emily Grierson’s Dialogue and Their Symbolic Significance
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作者 HUANG Li-hua 《Journal of Literature and Art Studies》 2025年第10期786-789,共4页
This paper argues that the dialogues of Emily Grierson in William Faulkner’s “A Rose for Emily” systematically and profoundly violate H.P. Grice’s Cooperative Principle and its component maxims: Quantity, Quality,... This paper argues that the dialogues of Emily Grierson in William Faulkner’s “A Rose for Emily” systematically and profoundly violate H.P. Grice’s Cooperative Principle and its component maxims: Quantity, Quality, Relation, and Manner, which is not merely a manifestation of her personal eccentricity but also a powerful linguistic act of resistance. Through her non-cooperative speeches, Emily asserts her autonomy, defies the probing and judgmental gaze of her community, and maintains the integrity of her isolated world. Ultimately, she symbolizes the Old South’s desperate, tragic, and often grotesque struggle against the inevitable forces of change and modernization. 展开更多
关键词 Grice’s cooperative principle conversation analysis “A Rose for Emily” non-cooperation symbolISM
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几类常循环码的最小symbol-pair距离
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作者 黄佳怡 夏永波 《湖北大学学报(自然科学版)》 2025年第5期645-652,共8页
高密度数据存储技术旨在以相对较低的成本设计高容量存储。为实现这一目标,文献[1]中引入了新的编码框架并将在此框架下进行编码译码的码称为symbol-pair码。随后,学者们对symbol-pair码进行了广泛研究。在本文中,利用常循环码生成多项... 高密度数据存储技术旨在以相对较低的成本设计高容量存储。为实现这一目标,文献[1]中引入了新的编码框架并将在此框架下进行编码译码的码称为symbol-pair码。随后,学者们对symbol-pair码进行了广泛研究。在本文中,利用常循环码生成多项式的特点以及有限域上解方程组的技巧,给出常循环码的symbol-pair距离达到其Hamming距离两倍的充分条件,确定几类循环码的最小symbol-pair距离,在一些特殊情况下获得几类MDS symbol-pair码。已知的很多结果为本文中所得结果的特殊情况。 展开更多
关键词 symbol-pair码 symbol-pair距离 常循环码 生成多项式
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Detection of Turbulence Anomalies Using a Symbolic Classifier Algorithm in Airborne Quick Access Record(QAR)Data Analysis 被引量:1
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作者 Zibo ZHUANG Kunyun LIN +1 位作者 Hongying ZHANG Pak-Wai CHAN 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2024年第7期1438-1449,共12页
As the risks associated with air turbulence are intensified by climate change and the growth of the aviation industry,it has become imperative to monitor and mitigate these threats to ensure civil aviation safety.The ... As the risks associated with air turbulence are intensified by climate change and the growth of the aviation industry,it has become imperative to monitor and mitigate these threats to ensure civil aviation safety.The eddy dissipation rate(EDR)has been established as the standard metric for quantifying turbulence in civil aviation.This study aims to explore a universally applicable symbolic classification approach based on genetic programming to detect turbulence anomalies using quick access recorder(QAR)data.The detection of atmospheric turbulence is approached as an anomaly detection problem.Comparative evaluations demonstrate that this approach performs on par with direct EDR calculation methods in identifying turbulence events.Moreover,comparisons with alternative machine learning techniques indicate that the proposed technique is the optimal methodology currently available.In summary,the use of symbolic classification via genetic programming enables accurate turbulence detection from QAR data,comparable to that with established EDR approaches and surpassing that achieved with machine learning algorithms.This finding highlights the potential of integrating symbolic classifiers into turbulence monitoring systems to enhance civil aviation safety amidst rising environmental and operational hazards. 展开更多
关键词 turbulence detection symbolic classifier quick access recorder data
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Mechanism underlying the formation of cloud-shaped defects in 304 stainless steel after hot-rolled annealing and pickling
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作者 LUO Ming LUO Suzhen PENG Jianguo 《Baosteel Technical Research》 CAS 2014年第3期35-41,共7页
It is highly imperative to understand the mechanism underlying the formation of cloud-shaped defects in stainless steel to reduce the defect incidences. This study investigated the defect microstructure by SEM, simula... It is highly imperative to understand the mechanism underlying the formation of cloud-shaped defects in stainless steel to reduce the defect incidences. This study investigated the defect microstructure by SEM, simulated pickling in the laboratory, and performed structure analysis of oxide scales after hot rolling. Results show that the cloud-shaped defects in 304 No. 1 surface (after hot-rolled annealing and pickling) cause the pickling chromatic aberration between the honeycomb-shaped grains of the Cr-depleted layer and the smooth grains of the stainless steel matrix, which is formed in the case of insufficient pickling. The chromatic aberration is related to the uneven oxide scales formed before pickling. With the improvement of pickling capacity, it is possible to completely pickle the Cr-depleted layer and eliminate the cloud-shaped defects. 展开更多
关键词 cloud-shaped defect pickling chromatic aberration high-temperature oxidation Cr-depleted layer
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Approximately Bi-Similar Symbolic Model for Discretetime Interconnected Switched System
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作者 Yang Song Yongzhuang Liu Wanqing Zhao 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第10期2185-2187,共3页
Dear Editor,This letter concerns the development of approximately bi-similar symbolic models for a discrete-time interconnected switched system(DT-ISS).The DT-ISS under consideration is formed by connecting multiple s... Dear Editor,This letter concerns the development of approximately bi-similar symbolic models for a discrete-time interconnected switched system(DT-ISS).The DT-ISS under consideration is formed by connecting multiple switched systems known as component switched systems(CSSs).Although the problem of constructing approximately bi-similar symbolic models for DT-ISS has been addressed in some literature,the previous works have relied on the assumption that all the subsystems of CSSs are incrementally input-state stable. 展开更多
关键词 APPROXIMATE symbolIC CONNECTED
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A Study on the Symbol-Based Narrative in the International Communication of Cities
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作者 Zhang Li 《Contemporary Social Sciences》 2024年第4期41-52,共12页
Cultural symbols,a manifestation of cities’cultural resources,are not only signs that frame concepts but also forms that express meanings.Exploring the international communication of cities from the perspective of sy... Cultural symbols,a manifestation of cities’cultural resources,are not only signs that frame concepts but also forms that express meanings.Exploring the international communication of cities from the perspective of symbols,this paper analyzes in depth how cities create their cultural symbols in the dynamic process of international communication in an era of symbol-based digital media,and how they develop their narratives and explain meanings through the dissemination of symbols when telling their stories to international audiences,thus enhancing the efficiency and effectiveness of their international communication efforts. 展开更多
关键词 CITIES international communication cultural symbols city narratives
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Symbols in The Magic Barrel
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作者 FU He-yuan 《Journal of Literature and Art Studies》 2024年第1期48-53,共6页
The article takes the famous modern American Jewish writer Bernard Malamud’s novel The Magic Barrel as the object of study,and uses symbolism to interpret it,analyzing it one by one in terms of the magic barrel,the c... The article takes the famous modern American Jewish writer Bernard Malamud’s novel The Magic Barrel as the object of study,and uses symbolism to interpret it,analyzing it one by one in terms of the magic barrel,the colors,the seasons and the windows,respectively,so as to reveal the process of getting rid of the childishness within the novel’s male protagonist,Leo Finkel,who is maturing,as well as the novel’s Jewish theme of searching for the soul of the self. 展开更多
关键词 symbol magic barrel WINDOW
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