Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)最新文献

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Enhancing and Decoding the Performance of Muscle Actuators with Flexures 增强和解码具有挠性的肌肉致动器的性能
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-22 DOI: 10.1002/aisy.202470029
Naomi Lynch, Nicolas Castro, Tara Sheehan, Laura Rosado, Brandon Rios, Martin Culpepper, Ritu Raman
{"title":"Enhancing and Decoding the Performance of Muscle Actuators with Flexures","authors":"Naomi Lynch,&nbsp;Nicolas Castro,&nbsp;Tara Sheehan,&nbsp;Laura Rosado,&nbsp;Brandon Rios,&nbsp;Martin Culpepper,&nbsp;Ritu Raman","doi":"10.1002/aisy.202470029","DOIUrl":"https://doi.org/10.1002/aisy.202470029","url":null,"abstract":"<p><b>Muscle Actuators with Flexures</b>\u0000 </p><p>Biohybrid robots require robust, reproducible, and predictable muscle actuators. Ritu Raman and co-workers have designed compliant mechanisms, termed “flexures”, that enhance the performance and decode the contractile dynamics of biological actuators with unprecedented accuracy and precision (see article number 2300834). The authors’ platform enables user-defined control of muscle contractile dynamics and fatigue behavior, enabling real-world applications of muscle as an actuator for adaptive machines. [Cover art by Ella Marushchenko.]\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 7","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202470029","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141967270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiscale Textile-Based Haptic Interactions 基于多尺度纺织品的触觉交互
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-22 DOI: 10.1002/aisy.202470032
Zane A. Zook, Barclay Jumet, Anas Yousaf, Daniel J. Preston, Marcia K. O’Malley
{"title":"Multiscale Textile-Based Haptic Interactions","authors":"Zane A. Zook,&nbsp;Barclay Jumet,&nbsp;Anas Yousaf,&nbsp;Daniel J. Preston,&nbsp;Marcia K. O’Malley","doi":"10.1002/aisy.202470032","DOIUrl":"https://doi.org/10.1002/aisy.202470032","url":null,"abstract":"<p><b>Multiscale Haptic Interactions</b>\u0000 </p><p>Most wearable haptic devices (top left) deliver haptic notifications to the body; perception of haptics is depicted as brain activity (pink region). In the multiscale paradigm (bottom right), a user actively interacts with the wearable device to perceive a greater amount of information, both via passive receipt of haptic notifications through the band (pink region) and via active exploration of the textile haptic band with fingertips (yellow region). Background letters and numbers represent information transmission to the user via the device. For more information on multiscale haptics, see article number 2300897 by Marcia K. O’Malley and co-workers.\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 7","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202470032","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141967272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sheet-Based Fluidic Diodes for Embedded Fluidic Circuitry in Soft Devices 用于软器件中嵌入式流体电路的片基流体二极管
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-22 DOI: 10.1002/aisy.202470030
Vi T. Vo, Anoop Rajappan, Barclay Jumet, Marquise D. Bell, Sofia Urbina, Daniel J. Preston
{"title":"Sheet-Based Fluidic Diodes for Embedded Fluidic Circuitry in Soft Devices","authors":"Vi T. Vo,&nbsp;Anoop Rajappan,&nbsp;Barclay Jumet,&nbsp;Marquise D. Bell,&nbsp;Sofia Urbina,&nbsp;Daniel J. Preston","doi":"10.1002/aisy.202470030","DOIUrl":"https://doi.org/10.1002/aisy.202470030","url":null,"abstract":"<p><b>Flexible Sheet-Based Fluidic Diodes</b>\u0000 </p><p>In article number 2300785, Vi T. Vo, Daniel J. Preston, and co-workers introduce a soft fluidic diode made from flexible thermoplastic and textile sheets using a layered fabrication approach. This cover image illustrates the diode as a foundational component in the development of sheet-based fluidic logic systems—as both modular and integrated circuits—to enable electronics-free control of soft devices and robots. Fluidic circuits incorporating the diode provide capabilities including Boolean operations, encoding, and rectification.\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 7","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202470030","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141967271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Stepwise Control of Multiple Magnetic Millirobots for Flow Manipulation Applications 逐步控制多个磁性微型机器人以实现流体操纵应用
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-22 DOI: 10.1002/aisy.202470033
Dineshkumar Loganathan, Chia-Ling Hsieh, Chen-Yi Ou, Chia-Yuan Chen
{"title":"A Stepwise Control of Multiple Magnetic Millirobots for Flow Manipulation Applications","authors":"Dineshkumar Loganathan,&nbsp;Chia-Ling Hsieh,&nbsp;Chen-Yi Ou,&nbsp;Chia-Yuan Chen","doi":"10.1002/aisy.202470033","DOIUrl":"https://doi.org/10.1002/aisy.202470033","url":null,"abstract":"<p><b>Stepwise Control of Multiple Magnetic Millirobots</b>\u0000 </p><p>In article number 2300483, Chia-Yuan Chen and co-workers report an advanced motion control strategy in which multiple magnetic millirobots were controlled externally to exhibit distinct modes of motion independently for coordinative and collaborative behaviors. The presented work can serve as an initial step towards enabling collective intelligence in small-scale robotic systems aiming to realize artificial swarm intelligence technologies for various micromanipulation tasks selectively.\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 7","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202470033","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141967273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Novel Multi-configuration Elastic Actuator with Controllable Energy Flow and Power Modulation for Dynamic Energy Robot Systems 用于动能机器人系统的具有可控能量流和功率调制功能的新型多配置弹性致动器
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-22 DOI: 10.1002/aisy.202400079
Dunwen Wei, Xiangyu Zhang, Kunjian Yang, Tao Gao, Sajjad Hussain, Fanny Ficuciello
{"title":"Novel Multi-configuration Elastic Actuator with Controllable Energy Flow and Power Modulation for Dynamic Energy Robot Systems","authors":"Dunwen Wei,&nbsp;Xiangyu Zhang,&nbsp;Kunjian Yang,&nbsp;Tao Gao,&nbsp;Sajjad Hussain,&nbsp;Fanny Ficuciello","doi":"10.1002/aisy.202400079","DOIUrl":"10.1002/aisy.202400079","url":null,"abstract":"<p>\u0000Designing actuators that can modulate power, achieve high energy efficiency, and ensure safe collision remains a challenge, especially for dynamic energy robot systems (DERS) with high-performance requirements. Herein, a novel multi-configuration elastic actuator (MCEA) is proposed based on a controllable planetary differential mechanism (PDM) with one power port from three springs. These springs, positioned between the inner gear ring and the fixed housing shell, are regulated by a single servo motor through a ratchet–pawl mechanism. This setup enables the springs to absorb energy during collisions, reducing impact and subsequently releasing this energy to boost power output. The inner gear ring functions as a controllable one-way rotating element, acting either as an input or output for power. The MCEA's ability to manage power modulation and energy flow is demonstrated through experiments that highlight its potential for safe collision management, energy recycling, and power modulation. Experiment results indicate that the maximum output power of the MCEA in the proposed hybrid elastic actuation (HEA) mode is 8.05 times higher than that in the traditional actuation (TA) mode. A single-legged robot with a four-link mechanism is also built to validate the considerable performance in the application of legged robots, showing considerable adaptability and prospects for DERS.</p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202400079","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141815947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soft Valves: A Review of Structures, Materials, and Modeling 软阀门:结构、材料和建模综述
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-21 DOI: 10.1002/aisy.202300764
Fenglin Han, Qixin Li, Huang Xiong, Chunli He, Haiming Zhao, Zhi Chen
{"title":"Soft Valves: A Review of Structures, Materials, and Modeling","authors":"Fenglin Han,&nbsp;Qixin Li,&nbsp;Huang Xiong,&nbsp;Chunli He,&nbsp;Haiming Zhao,&nbsp;Zhi Chen","doi":"10.1002/aisy.202300764","DOIUrl":"10.1002/aisy.202300764","url":null,"abstract":"<p>Soft robots have been advancing rapidly, but their control is still limited by rigid control elements. Soft valves offer a solution to this problem by enabling soft robots to no longer rely on rigid control elements. They have become an emerging research topic in soft robotics. However, with a large number of publications on soft valves, it may be challenging for researchers to quickly grasp the advanced technology related to soft valves. To address this issue, this article summarizes the current state of development in soft valves. The design principles and applications of soft valves in terms of structures and materials are discussed, along with the modeling ideas for soft valves. Finally, the current challenges faced by soft valves are outlined, and potential solutions to these problems are proposed.</p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 8","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202300764","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141818182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A New Decision Making Model Based on Complex Intuitionistic Fuzzy Soft Lattice for Traffic Monitoring in the Pandemic Scenarios 基于复杂直觉模糊软网格的新型决策模型,用于大流行病情景下的交通监控
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-21 DOI: 10.1002/aisy.202400145
Shio Gai Quek, Ganeshsree Selvachandran, Vimala Jayakumar, Phet Duong, Le Hoang Son
{"title":"A New Decision Making Model Based on Complex Intuitionistic Fuzzy Soft Lattice for Traffic Monitoring in the Pandemic Scenarios","authors":"Shio Gai Quek,&nbsp;Ganeshsree Selvachandran,&nbsp;Vimala Jayakumar,&nbsp;Phet Duong,&nbsp;Le Hoang Son","doi":"10.1002/aisy.202400145","DOIUrl":"10.1002/aisy.202400145","url":null,"abstract":"<p>Various representations of real-life scenarios by algebraic structures are of vital importance in the modern era of Industrial Revolution 4.0 as it enables such data to be interpreted and processed by artificial intelligence, thus bridging the interaction gap between humans and machines. In response to that, this article proposes a new decision making model for traffic control among shopping complexes utilizing the novel concept of the complex intuitionistic fuzzy soft lattice of the circular type (CIFSL-C), which takes the time within a day as truly directional entities. As a result, CIFSL-C possesses the combined structural complexity and the level of sophistication of all the previous algebraic models which they are derived from, enabling them to be utilized in representing many real-life scenarios, including those related to the pandemic, which will be rigorously discussed in this article. In addition, the complex intuitionistic fuzzy soft lattice of the quaternion type (CIFSL-Q) will also be established.</p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 11","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202400145","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141818659","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reconstructing Soft Robotic Touch via In-Finger Vision 通过指内视觉重建柔软机器人触感
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-17 DOI: 10.1002/aisy.202400022
Ning Guo, Xudong Han, Shuqiao Zhong, Zhiyuan Zhou, Jian Lin, Fang Wan, Chaoyang Song
{"title":"Reconstructing Soft Robotic Touch via In-Finger Vision","authors":"Ning Guo,&nbsp;Xudong Han,&nbsp;Shuqiao Zhong,&nbsp;Zhiyuan Zhou,&nbsp;Jian Lin,&nbsp;Fang Wan,&nbsp;Chaoyang Song","doi":"10.1002/aisy.202400022","DOIUrl":"10.1002/aisy.202400022","url":null,"abstract":"<p>Incorporating authentic tactile interactions into virtual environments presents a notable challenge for the emerging development of soft robotic metamaterials. In this study, a vision-based approach is introduced to learning proprioceptive interactions by simultaneously reconstructing the shape and touch of a soft robotic metamaterial (SRM) during physical engagements. The SRM design is optimized to the size of a finger with enhanced adaptability in 3D interactions while incorporating a see-through viewing field inside, which can be visually captured by a miniature camera underneath to provide a rich set of image features for touch digitization. Employing constrained geometric optimization, the proprioceptive process with aggregated multi-handles is modeled. This approach facilitates real-time, precise, and realistic estimations of the finger's mesh deformation within a virtual environment. Herein, a data-driven learning model is also proposed to estimate touch positions, achieving reliable results with impressive <i>R</i><sup>2</sup> scores of 0.9681, 0.9415, and 0.9541 along the <i>x</i>, <i>y</i>, and <i>z</i> axes. Furthermore, the robust performance of the proposed methods in touch-based human–cybernetic interfaces and human–robot collaborative grasping is demonstrated. In this study, the door is opened to future applications in touch-based digital twin interactions through vision-based soft proprioception.</p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202400022","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141829260","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clustering Methods for the Characterization of Synchrotron Radiation X-Ray Fluorescence Images of Human Carotid Atherosclerotic Plaque 同步辐射 X 射线荧光人颈动脉粥样硬化斑块图像特征的聚类方法
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-17 DOI: 10.1002/aisy.202400052
Nathaly De La Rosa, Niccolò Peruzzi, Till Dreier, My Truong, Ulf Johansson, Sebastian Kalbfleisch, Isabel Gonçalves, Martin Bech
{"title":"Clustering Methods for the Characterization of Synchrotron Radiation X-Ray Fluorescence Images of Human Carotid Atherosclerotic Plaque","authors":"Nathaly De La Rosa,&nbsp;Niccolò Peruzzi,&nbsp;Till Dreier,&nbsp;My Truong,&nbsp;Ulf Johansson,&nbsp;Sebastian Kalbfleisch,&nbsp;Isabel Gonçalves,&nbsp;Martin Bech","doi":"10.1002/aisy.202400052","DOIUrl":"10.1002/aisy.202400052","url":null,"abstract":"<p>This study employs computational algorithms to automatically identify and classify features in X-Ray fluorescence (XRF) microscopy images. Principal component analysis (PCA) and unsupervised machine learning algorithms, such as Gaussian mixture (GM) clustering, are implemented to label features on a collection of XRF maps of human atherosclerotic plaque samples. The investigation involves the hard X-Ray nanoprobe (NanoMAX) at MAX IV synchrotron radiation facility, utilizing scanning transmission X-Ray microscopy (STXM) and XRF techniques. The analysis covers regions of interest scanned by the beam with a step size of 200 nm, yielding XRF maps of elements like calcium, iron, and zinc. These maps reveal intricate structures unsuitable for manual labeling. However, they can be accurately classified in an automated fashion using GM. Prior to clustering, PCA is used to deal with repeated patterns and background areas. The resulting clusters are associated with different types of features, which can be identified as specific tissues confirmed by histology. Regions of high concentrations of phosphorus, sulfur, calcium, and iron are found in the samples. These regions are also observed in the STXM results as spots of low transmission that typically are associated with calcium deposits only.</p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 9","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202400052","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141831523","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Shared Awareness Across Domain-Specific Artificial Intelligence: An Alternative to Domain-General Intelligence and Artificial Consciousness 特定领域人工智能的共享意识:领域通用智能和人工意识的替代方案
IF 6.8
Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-17 DOI: 10.1002/aisy.202300740
Ophelia Deroy, Davide Bacciu, Bahador Bahrami, Cosimo Della Santina, Sabine Hauert
{"title":"Shared Awareness Across Domain-Specific Artificial Intelligence: An Alternative to Domain-General Intelligence and Artificial Consciousness","authors":"Ophelia Deroy,&nbsp;Davide Bacciu,&nbsp;Bahador Bahrami,&nbsp;Cosimo Della Santina,&nbsp;Sabine Hauert","doi":"10.1002/aisy.202300740","DOIUrl":"10.1002/aisy.202300740","url":null,"abstract":"<p>Creating artificial general intelligence is the solution most often in the spotlight. It is also linked with the possibility—or fear—of machines gaining consciousness. Alternatively, developing domain-specific artificial intelligence is more reliable, energy-efficient, and ethically tractable, and raises mostly a problem of effective coordination between different systems and humans. Herein, it is argued that it will not require machines to be conscious and that simpler ways of sharing awareness are sufficient.</p>","PeriodicalId":93858,"journal":{"name":"Advanced intelligent systems (Weinheim an der Bergstrasse, Germany)","volume":"6 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aisy.202300740","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141828509","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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