首页 > 最新文献

Soft Robotics最新文献

英文 中文
A Soft Amphibious Turtle Robot with Flexibility and Omnidirectional Motion Ability Actuated by Multiple Bionic Muscles. 一种由多块仿生肌肉驱动的具有柔性和全方位运动能力的两栖乌龟机器人。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-09-30 DOI: 10.1177/21695172251383927
Yiwei Zhang,Ruiqian Wang,Lianchao Yang,Hengshen Qin,Qi Zhang,Ning Li,Ying Zhao,Lianqing Liu,Chuang Zhang
Amphibious robots have great application potential in many unstructured task scenarios, such as environmental monitoring, resource exploration, and maritime rescue, due to their cross-medium movement capabilities and adaptability to multiple environments. As a typical representative of amphibians, sea turtles can not only crawl on land but also have excellent underwater movement ability, which is an important source of inspiration for amphibious bionic robots. However, due to a lack of high-performance soft actuators, suitable bionic structure designs, and effective control methods, most of the current bionic turtle robots actuated by smart materials can only demonstrate movement in a single medium (e.g., swimming in water or crawling on land). Here, an amphibious turtle robot actuated by bionic muscles that can achieve effective movements in two media was designed. To enhance the amphibious ability of the turtle robot, a cylindrical dielectric elastomer actuator that can adapt to a variety of environments is designed with a maximum bidirectional deformation (±65°) and a high output force (∼80 mN). By optimizing the motion trajectory of the fins and programming the phase control of multiple bionic muscles, the robot's maximum swimming speed reaches 0.4 BL/s. In addition, the robot can realize different motion modes, such as forward, backward, lateral movement, turning, and crawling. Finally, the high mobility and environmental adaptability of the turtle robot are demonstrated in an L-shaped swimming passage and in two mediums (transition from land to water). This work not only improves the motion ability of bionic amphibious robots but is also useful for the motion control of other bionic robots with multiple actuators.
水陆两栖机器人具有跨介质运动能力和多环境适应性,在环境监测、资源勘探、海上救援等非结构化任务场景中具有很大的应用潜力。海龟作为两栖动物的典型代表,不仅可以在陆地上爬行,而且具有出色的水下运动能力,这是两栖仿生机器人的重要灵感来源。然而,由于缺乏高性能的软致动器、合适的仿生结构设计和有效的控制方法,目前大多数由智能材料驱动的仿生龟机器人只能在单一介质中进行运动(例如在水中游泳或在陆地上爬行)。本文设计了一种由仿生肌肉驱动的两栖龟机器人,该机器人可以在两种介质中进行有效的运动。为了增强乌龟机器人的两栖能力,设计了一种可适应多种环境的圆柱形介电弹性体致动器,具有最大双向变形(±65°)和高输出力(~ 80 mN)。通过优化鳍片运动轨迹和对多个仿生肌肉的相位控制进行编程,使机器人的最大游泳速度达到0.4 BL/s。此外,机器人还可以实现前进、后退、横向移动、转弯、爬行等不同的运动模式。最后,在l型游泳通道和两种介质(从陆地到水的过渡)中展示了龟机器人的高机动性和环境适应性。这项工作不仅提高了仿生水陆机器人的运动能力,而且对其他多作动器仿生机器人的运动控制也有借鉴意义。
{"title":"A Soft Amphibious Turtle Robot with Flexibility and Omnidirectional Motion Ability Actuated by Multiple Bionic Muscles.","authors":"Yiwei Zhang,Ruiqian Wang,Lianchao Yang,Hengshen Qin,Qi Zhang,Ning Li,Ying Zhao,Lianqing Liu,Chuang Zhang","doi":"10.1177/21695172251383927","DOIUrl":"https://doi.org/10.1177/21695172251383927","url":null,"abstract":"Amphibious robots have great application potential in many unstructured task scenarios, such as environmental monitoring, resource exploration, and maritime rescue, due to their cross-medium movement capabilities and adaptability to multiple environments. As a typical representative of amphibians, sea turtles can not only crawl on land but also have excellent underwater movement ability, which is an important source of inspiration for amphibious bionic robots. However, due to a lack of high-performance soft actuators, suitable bionic structure designs, and effective control methods, most of the current bionic turtle robots actuated by smart materials can only demonstrate movement in a single medium (e.g., swimming in water or crawling on land). Here, an amphibious turtle robot actuated by bionic muscles that can achieve effective movements in two media was designed. To enhance the amphibious ability of the turtle robot, a cylindrical dielectric elastomer actuator that can adapt to a variety of environments is designed with a maximum bidirectional deformation (±65°) and a high output force (∼80 mN). By optimizing the motion trajectory of the fins and programming the phase control of multiple bionic muscles, the robot's maximum swimming speed reaches 0.4 BL/s. In addition, the robot can realize different motion modes, such as forward, backward, lateral movement, turning, and crawling. Finally, the high mobility and environmental adaptability of the turtle robot are demonstrated in an L-shaped swimming passage and in two mediums (transition from land to water). This work not only improves the motion ability of bionic amphibious robots but is also useful for the motion control of other bionic robots with multiple actuators.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"7 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145194841","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fin-A-Rays: Expanding Soft Gripper Compliance via Discrete Arrays of Flexible Structures. 鳍- a -射线:通过离散阵列柔性结构扩展软夹持器顺应性。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-09-24 DOI: 10.1177/21695172251379600
Loong Yi Lee,Silvia Terrile,Saekwang Nam,Tianhao Liang,Nathan Lepora,Jonathan Rossiter
Typical soft robot grippers use a small number of "fingers," often inspired by human hands, limiting adaptability to objects. One way to increase the number of digits in the end effector is through arrays of independent flexible structures, quantizing the gripper and increasing compliance. This work investigates what happens when we "slice" a Fin Ray soft gripper into an array of discrete fingers, called Fin-A-Rays. Fin-A-Rays are modular gripper systems that can be readily integrated into an off-the-shelf two-fingered parallel gripper. Here, between one and 24 Fin Ray fingers of width 2.5 mm to 60 mm are arranged side-by-side as a gripper. An analysis of the effects of finger width on gripper stiffness and object contact is presented via finite element analysis. The design space of Fin-A-Rays was studied via experiments and simulation, and a set of performance metrics for Fin-A-Rays was defined to understand the effects of "slicing" on grasping a set of objects. A design algorithm is also introduced to prearrange a Fin-A-Ray configuration based on an image of the object. The discretized compliance across an array of fingers in a Fin-A-Ray enables several novel behaviors during grasping, including finger splay and twisting. Results show that a balance between finger widths is required when slicing Fin-A-Rays, where algorithmically designed Fin-A-Rays showed higher average performance metrics than uniform configurations. Fin-A-Rays showed new capabilities, including multiobject grasping and in-hand manipulation. The passive morphological adaptability of Fin-A-Rays simplifies grasp planning, enabling delicate grasps for picking and packing complex shapes.
典型的软体机器人抓手使用少量的“手指”,通常受到人手的启发,限制了对物体的适应性。增加末端执行器中位数的一种方法是通过独立的柔性结构阵列,量化夹持器并增加顺应性。这项工作研究了当我们将Fin- Ray软爪“切”成一组离散的手指(称为Fin- a - rays)时会发生什么。Fin-A-Rays是模块化夹持系统,可以很容易地集成到现成的两指平行夹持器中。在这里,宽度为2.5毫米至60毫米的1至24个鳍射线手指并排排列作为夹持器。通过有限元分析,分析了手指宽度对夹持器刚度和与物体接触的影响。通过实验和仿真研究了Fin-A-Rays的设计空间,并定义了一套Fin-A-Rays的性能指标,以了解“切片”对抓取一组对象的影响。本文还介绍了一种基于物体图像预先安排鳍-A- ray结构的设计算法。在Fin-A-Ray中,手指阵列的离散顺应性可以实现抓握过程中的几种新行为,包括手指张开和扭曲。结果表明,在切割Fin-A-Rays时需要平衡手指宽度,其中算法设计的Fin-A-Rays显示出比均匀配置更高的平均性能指标。鱼鳍- a - rays显示了新的能力,包括多物体抓取和手持操作。Fin-A-Rays的被动形态适应性简化了抓取规划,使精细的抓取采摘和包装复杂的形状。
{"title":"Fin-A-Rays: Expanding Soft Gripper Compliance via Discrete Arrays of Flexible Structures.","authors":"Loong Yi Lee,Silvia Terrile,Saekwang Nam,Tianhao Liang,Nathan Lepora,Jonathan Rossiter","doi":"10.1177/21695172251379600","DOIUrl":"https://doi.org/10.1177/21695172251379600","url":null,"abstract":"Typical soft robot grippers use a small number of \"fingers,\" often inspired by human hands, limiting adaptability to objects. One way to increase the number of digits in the end effector is through arrays of independent flexible structures, quantizing the gripper and increasing compliance. This work investigates what happens when we \"slice\" a Fin Ray soft gripper into an array of discrete fingers, called Fin-A-Rays. Fin-A-Rays are modular gripper systems that can be readily integrated into an off-the-shelf two-fingered parallel gripper. Here, between one and 24 Fin Ray fingers of width 2.5 mm to 60 mm are arranged side-by-side as a gripper. An analysis of the effects of finger width on gripper stiffness and object contact is presented via finite element analysis. The design space of Fin-A-Rays was studied via experiments and simulation, and a set of performance metrics for Fin-A-Rays was defined to understand the effects of \"slicing\" on grasping a set of objects. A design algorithm is also introduced to prearrange a Fin-A-Ray configuration based on an image of the object. The discretized compliance across an array of fingers in a Fin-A-Ray enables several novel behaviors during grasping, including finger splay and twisting. Results show that a balance between finger widths is required when slicing Fin-A-Rays, where algorithmically designed Fin-A-Rays showed higher average performance metrics than uniform configurations. Fin-A-Rays showed new capabilities, including multiobject grasping and in-hand manipulation. The passive morphological adaptability of Fin-A-Rays simplifies grasp planning, enabling delicate grasps for picking and packing complex shapes.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"12 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145133926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Variable Stiffness Woven Soft Active Textiles and Robots Using Thin McKibben Muscle. 可变刚度编织软活动纺织品和使用薄麦基本肌的机器人。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-09-18 DOI: 10.1177/21695172251379609
Haili Li,Bin Li,Pan Zhou,Zhaoyi Lin,Xingzhi Li,Jiantao Yao
Active woven structures are extensively utilized in wearable and soft robotics due to their exceptional body compliance, lightweight nature, long-term stability, and programmable architectures. Although existing active woven structures have been successfully applied to actuators and sensors, the fabrication of intricate variable stiffness soft robots directly through weaving methods has consistently posed challenges. To address this issue, we draw inspiration from the Chinese knot technique and employ thin McKibben muscles to weave a variety of variable stiffness textiles, including a flexible spine, flexible skin, and a bistable structure, as well as innovative soft robots such as a soft crawling robot, a soft enclosed gripper, and a continuum module. Experimental results demonstrate that the variable stiffness range of the developed variable stiffness textiles exceeds 5.4 times that of the initial stiffness. Furthermore, we also experimentally demonstrate that the woven soft crawling robot (weighing 171 g) can achieve omnidirectional movement on an ferromagnetic surface at a maximum speed of 666.7 mm/min; the woven continuum module (weighing 49 g) can reduce the impact of external forces on the motion angle by over 65% by activating the high stiffness mode; the soft enclosed gripper (weighing 175 g) can lift objects weighing up to 14.7 kg, and the variable stiffness function can enhance its multi-directional bearing capacity by ∼3.3 times. This study offers various new configurations and ideas for the advancement of complex variable stiffness soft robots based on weaving technology.
主动编织结构由于其特殊的身体顺应性、轻量化、长期稳定性和可编程架构而广泛应用于可穿戴和软机器人。虽然现有的主动编织结构已经成功地应用于执行器和传感器,但直接通过编织方法制造复杂的变刚度软机器人一直存在挑战。为了解决这个问题,我们从中国结技术中汲取灵感,利用薄麦基本肌肉编织各种可变刚度纺织品,包括柔性脊柱,柔性皮肤和双稳态结构,以及创新的软机器人,如软爬行机器人,软封闭抓取器和连续体模块。实验结果表明,所研制的变刚度纺织品的变刚度范围超过初始刚度的5.4倍。此外,我们还通过实验证明,编织软爬行机器人(重量为171 g)可以在铁磁表面上以666.7 mm/min的最大速度实现全方位运动;编织连续体模块(重49克)通过激活高刚度模式,可将外力对运动角度的影响降低65%以上;软封闭夹持器(重量为175克)可以举起14.7公斤重的物体,可变刚度功能可以将其多向承载能力提高约3.3倍。本研究为基于织造技术的复杂变刚度软机器人的发展提供了多种新的构型和思路。
{"title":"Variable Stiffness Woven Soft Active Textiles and Robots Using Thin McKibben Muscle.","authors":"Haili Li,Bin Li,Pan Zhou,Zhaoyi Lin,Xingzhi Li,Jiantao Yao","doi":"10.1177/21695172251379609","DOIUrl":"https://doi.org/10.1177/21695172251379609","url":null,"abstract":"Active woven structures are extensively utilized in wearable and soft robotics due to their exceptional body compliance, lightweight nature, long-term stability, and programmable architectures. Although existing active woven structures have been successfully applied to actuators and sensors, the fabrication of intricate variable stiffness soft robots directly through weaving methods has consistently posed challenges. To address this issue, we draw inspiration from the Chinese knot technique and employ thin McKibben muscles to weave a variety of variable stiffness textiles, including a flexible spine, flexible skin, and a bistable structure, as well as innovative soft robots such as a soft crawling robot, a soft enclosed gripper, and a continuum module. Experimental results demonstrate that the variable stiffness range of the developed variable stiffness textiles exceeds 5.4 times that of the initial stiffness. Furthermore, we also experimentally demonstrate that the woven soft crawling robot (weighing 171 g) can achieve omnidirectional movement on an ferromagnetic surface at a maximum speed of 666.7 mm/min; the woven continuum module (weighing 49 g) can reduce the impact of external forces on the motion angle by over 65% by activating the high stiffness mode; the soft enclosed gripper (weighing 175 g) can lift objects weighing up to 14.7 kg, and the variable stiffness function can enhance its multi-directional bearing capacity by ∼3.3 times. This study offers various new configurations and ideas for the advancement of complex variable stiffness soft robots based on weaving technology.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"11 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145083523","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bioinspired Vacuum Generation via Pressure-to-Vacuum Conversion for Manipulating all Phases of Matter. 生物启发真空产生通过压力到真空转换操纵物质的所有阶段。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-09-10 DOI: 10.1177/21695172251362668
Ragesh Chellattoan,Alessio Mondini,Barbara Mazzolai
Animal diaphragm-lung systems are soft organs that generate a controllable vacuum. Elephants, as rare land animals, can manipulate all three states of matter using their lung-generated vacuum. In soft robotics, however, current vacuum generation relies on rigid components, and no single soft device effectively handles all states of matter. Traditional soft pumps and grippers are limited in scope: soft pumps provide continuous liquid flow but cannot directly manipulate solids, while grippers manage solids but are ineffective with liquids and gases. Inspired by lung functionality, we present a soft pressure-to-vacuum converter that provides precise control over the suction, holding, and release of solids, liquids, and gases through a single entry and exit point based on negative pressure. Through the selection of appropriate material properties and design variations, our soft device achieves vacuum levels up to -18 kPa, enabling intermittent control and sequential handling of various media without the need for additional components. We demonstrate diverse applications of our soft device, including artificial lungs, liquid blending, vacuum gripping, coffee preparation, and liquid-gas vaporization. This bioinspired device not only provides a safe and adaptable solution for vacuum generation but also addresses a critical gap in soft robotics, offering a multifunctional system capable of manipulating all states of matter.
动物的膈肺系统是产生可控真空的软器官。大象作为一种稀有的陆地动物,可以利用肺部产生的真空来控制物质的这三种状态。然而,在软机器人中,目前的真空产生依赖于刚性部件,没有一个软设备能有效地处理物质的所有状态。传统的软泵和夹持器范围有限:软泵提供连续的液体流动,但不能直接操纵固体,而夹持器管理固体,但对液体和气体无效。受肺功能的启发,我们提出了一种软压力-真空转换器,通过基于负压的单一入口和出口点,可以精确控制固体、液体和气体的吸入、保持和释放。通过选择适当的材料特性和设计变化,我们的软设备可实现高达-18 kPa的真空水平,实现间歇控制和各种介质的顺序处理,而无需额外的组件。我们展示了我们的软设备的各种应用,包括人工肺,液体混合,真空夹持,咖啡制备和液气蒸发。这种受生物启发的装置不仅为真空产生提供了一种安全、适应性强的解决方案,而且还解决了软机器人技术的一个关键空白,提供了一个能够操纵物质所有状态的多功能系统。
{"title":"Bioinspired Vacuum Generation via Pressure-to-Vacuum Conversion for Manipulating all Phases of Matter.","authors":"Ragesh Chellattoan,Alessio Mondini,Barbara Mazzolai","doi":"10.1177/21695172251362668","DOIUrl":"https://doi.org/10.1177/21695172251362668","url":null,"abstract":"Animal diaphragm-lung systems are soft organs that generate a controllable vacuum. Elephants, as rare land animals, can manipulate all three states of matter using their lung-generated vacuum. In soft robotics, however, current vacuum generation relies on rigid components, and no single soft device effectively handles all states of matter. Traditional soft pumps and grippers are limited in scope: soft pumps provide continuous liquid flow but cannot directly manipulate solids, while grippers manage solids but are ineffective with liquids and gases. Inspired by lung functionality, we present a soft pressure-to-vacuum converter that provides precise control over the suction, holding, and release of solids, liquids, and gases through a single entry and exit point based on negative pressure. Through the selection of appropriate material properties and design variations, our soft device achieves vacuum levels up to -18 kPa, enabling intermittent control and sequential handling of various media without the need for additional components. We demonstrate diverse applications of our soft device, including artificial lungs, liquid blending, vacuum gripping, coffee preparation, and liquid-gas vaporization. This bioinspired device not only provides a safe and adaptable solution for vacuum generation but also addresses a critical gap in soft robotics, offering a multifunctional system capable of manipulating all states of matter.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"19 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145031966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soft Robotics for Space Applications: Cryogenic Performance of Modular Metallic Cable Structures. 空间应用软体机器人:模组金属缆索结构的低温性能。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-09-10 DOI: 10.1177/21695172251364758
William Foster-Hall,David J Harvey,Ling Yin,Rini Akmeliawati
Soft robotic systems are promising for diverse space applications due to their embedded compliance, promising locomotion methods, and efficient use of mass and volume. Space environments are harsher and more varied than those on Earth; extreme temperature, pressure, and radiation may impact the performance and robustness of soft robots. Cryogenic temperatures on celestial bodies such as the Moon or Europa pose significant challenges to the flexibility and actuation performance of conventional soft systems. We present a soft robotic design methodology using novel metallic-based soft robotic structures specifically tailored to extreme space environments. Structures are presented as tunable, reconfigurable modules for soft systems. Module behavior under compression is characterized while submerged in liquid nitrogen, and structural changes are investigated using scanning electron microscopy (SEM). The structures retained flexibility at -196 °C, with a limited 5% increase in peak stiffness over 100 cycles while maintaining a full range of motion. A soft robotic limb was constructed from these modules and demonstrated successful 2D manipulation and grasping of objects at -196 °C. SEM analysis showed no physical signs of microfracture or deformation after cryogenic cycling, indicating changes to the underlying grain structure consistent with properties observed in cold-working stainless steels at cryogenic temperatures in the literature. Our findings demonstrate that metallic soft robotic structures maintain flexibility and exhibit promising performance in cryogenic, analogue space environments. This metal-based cable structure design approach provides a foundation for the development of functional, robust, and reconfigurable soft robots capable of operating in extreme space environments.
软机器人系统由于其嵌入式顺应性、有前途的运动方法以及对质量和体积的有效利用,在各种空间应用中具有很大的前景。太空环境比地球上的环境更加严酷和多变;极端的温度、压力和辐射可能会影响软机器人的性能和鲁棒性。月球或木卫二等天体上的低温对传统软系统的灵活性和驱动性能提出了重大挑战。我们提出了一种软机器人设计方法,使用专门为极端空间环境量身定制的新型金属基软机器人结构。结构呈现为可调的、可重构的软系统模块。用扫描电子显微镜(SEM)研究了模组在液氮环境下的压缩行为和结构变化。结构在-196°C下保持灵活性,在100次循环中峰值刚度增加5%,同时保持全范围运动。利用这些模块构建了一个柔软的机器人肢体,并在-196°C下成功地进行了二维操作和抓取物体。扫描电镜分析显示,低温循环后没有微断裂或变形的物理迹象,表明底层晶粒结构的变化与文献中在低温下观察到的冷加工不锈钢的性能一致。我们的研究结果表明,金属软机器人结构在低温模拟空间环境中保持灵活性并表现出良好的性能。这种基于金属的电缆结构设计方法为开发能够在极端空间环境中工作的功能强大且可重构的软机器人提供了基础。
{"title":"Soft Robotics for Space Applications: Cryogenic Performance of Modular Metallic Cable Structures.","authors":"William Foster-Hall,David J Harvey,Ling Yin,Rini Akmeliawati","doi":"10.1177/21695172251364758","DOIUrl":"https://doi.org/10.1177/21695172251364758","url":null,"abstract":"Soft robotic systems are promising for diverse space applications due to their embedded compliance, promising locomotion methods, and efficient use of mass and volume. Space environments are harsher and more varied than those on Earth; extreme temperature, pressure, and radiation may impact the performance and robustness of soft robots. Cryogenic temperatures on celestial bodies such as the Moon or Europa pose significant challenges to the flexibility and actuation performance of conventional soft systems. We present a soft robotic design methodology using novel metallic-based soft robotic structures specifically tailored to extreme space environments. Structures are presented as tunable, reconfigurable modules for soft systems. Module behavior under compression is characterized while submerged in liquid nitrogen, and structural changes are investigated using scanning electron microscopy (SEM). The structures retained flexibility at -196 °C, with a limited 5% increase in peak stiffness over 100 cycles while maintaining a full range of motion. A soft robotic limb was constructed from these modules and demonstrated successful 2D manipulation and grasping of objects at -196 °C. SEM analysis showed no physical signs of microfracture or deformation after cryogenic cycling, indicating changes to the underlying grain structure consistent with properties observed in cold-working stainless steels at cryogenic temperatures in the literature. Our findings demonstrate that metallic soft robotic structures maintain flexibility and exhibit promising performance in cryogenic, analogue space environments. This metal-based cable structure design approach provides a foundation for the development of functional, robust, and reconfigurable soft robots capable of operating in extreme space environments.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"31 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145031965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multimodal Pressure-Actuated System Toward Adaptive Anchoring Within Complex Human Lumen. 复杂人体腔内自适应锚定的多模态压力驱动系统。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-08-12 DOI: 10.1177/21695172251364193
Hao Liu,Yuchen Tang,Chongyang Wang,Yongming Yang,Mengyuan Liu,Lianqing Liu
Reliable anchoring is a critical enabling technology for stable manipulations within complex human lumen environments. Existing anchoring technologies may cause damage to the soft tissue or fail to adapt to the complex and variable shape of lumen. We propose a complex balloon anchoring mechanism driven by multimodal pressure, which could form a stable adhesion between the anchoring unit and the lumen. The combined driving pressures also enable shape adaptation to expand or contract as required. The manufacturing process for the balloon-type anchoring unit is detailed, which realizes high diameter/length ratio. The mechanics model is established, describing the deformation of the anchoring unit. Anchoring experiments were conducted in phantoms, mimicking both straight and tapered lumens, and ex vivo tissues. Anchoring performances were evaluated by comparing them with positive pressure-actuated single balloon and double balloon. The results demonstrate that the proposed anchoring technology achieves more reliable anchoring performance and adaptively adjusts the anchoring dimension.
可靠的锚定是在复杂的人体腔环境中稳定操作的关键技术。现有的锚定技术可能会对软组织造成损伤或不能适应管腔复杂多变的形状。我们提出了一种复杂的由多模态压力驱动的球囊锚定机制,它可以在锚定单元与管腔之间形成稳定的粘附。组合驱动压力还可以使形状适应根据需要扩展或收缩。详细介绍了实现高径长比的球囊式锚固装置的制造工艺。建立了描述锚固单元变形的力学模型。锚定实验在幻影中进行,模拟直线和锥形管腔以及离体组织。通过与正压驱动的单球囊和双球囊锚固性能进行比较,评价锚固性能。结果表明,所提出的锚固技术实现了更可靠的锚固性能,并能自适应调整锚固尺寸。
{"title":"Multimodal Pressure-Actuated System Toward Adaptive Anchoring Within Complex Human Lumen.","authors":"Hao Liu,Yuchen Tang,Chongyang Wang,Yongming Yang,Mengyuan Liu,Lianqing Liu","doi":"10.1177/21695172251364193","DOIUrl":"https://doi.org/10.1177/21695172251364193","url":null,"abstract":"Reliable anchoring is a critical enabling technology for stable manipulations within complex human lumen environments. Existing anchoring technologies may cause damage to the soft tissue or fail to adapt to the complex and variable shape of lumen. We propose a complex balloon anchoring mechanism driven by multimodal pressure, which could form a stable adhesion between the anchoring unit and the lumen. The combined driving pressures also enable shape adaptation to expand or contract as required. The manufacturing process for the balloon-type anchoring unit is detailed, which realizes high diameter/length ratio. The mechanics model is established, describing the deformation of the anchoring unit. Anchoring experiments were conducted in phantoms, mimicking both straight and tapered lumens, and ex vivo tissues. Anchoring performances were evaluated by comparing them with positive pressure-actuated single balloon and double balloon. The results demonstrate that the proposed anchoring technology achieves more reliable anchoring performance and adaptively adjusts the anchoring dimension.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"37 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144825802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simultaneous Locomotion with Stiffness Perception of an Earthworm-Like Robot in a Soft Tubular Environment. 软管环境中具有刚度感知的类蚯蚓机器人同步运动。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-07-18 DOI: 10.1177/21695172251360906
Xuyang Ren,Tianle Pan,Yichong Sun,Wing Yin Ng,Philip Wai Yan Chiu,Zheng Li
Robots are frequently employed for navigation and detection tasks within tubular environments. However, when operating in soft tubular environments, they face significant challenges. The inherent instability of these structures can impede a robot's locomotion, and their soft tissues might be damaged by the interaction with robots. This study proposes a real-time stiffness perception system in soft tubular environments (e.g., colonic lumen) based on the earthworm-like movement to realize locomotion and detection simultaneously. The proposed soft robot features a central actuator (CA) for axial elongation and contraction, along with two auxiliary anchoring actuators positioned at the front and rear ends (FAA and RAA) to prevent backward slippage during locomotion. Notably, FAA is equipped with a perception mechanism capable of detecting the stiffness of the tubular environment through its interaction during inflation. The analytical modeling for CA's axial elongation, as well as the interaction between FAA and the surrounding tubular environment, has been developed and validated through experimental studies. Furthermore, the overall evaluation is conducted in two distinct tubes with: (1) uniform wall thickness but varied elastic moduli and (2) uniform elastic modulus but varied wall thicknesses. The successful locomotion and accurate perception confirm the capability and efficiency of the robot. In conclusion, the proposed robot system exhibits promising applications for locomotion and simultaneous stiffness detection in medical diagnostics and other fields where simultaneous locomotion and stiffness detection are crucial.
机器人经常用于管道环境中的导航和检测任务。然而,当在软管柱环境中作业时,它们面临着巨大的挑战。这些结构固有的不稳定性会阻碍机器人的运动,并且它们的软组织可能会因与机器人的相互作用而受损。本研究提出了一种基于类蚯蚓运动的软管环境(如结肠腔)实时刚度感知系统,实现运动与检测同时进行。所提出的软机器人具有用于轴向伸长和收缩的中央致动器(CA),以及位于前后端(FAA和RAA)的两个辅助锚定致动器,以防止运动期间向后滑动。值得注意的是,FAA配备了一个感知机制,能够通过膨胀过程中管柱环境的相互作用来检测管柱环境的刚度。建立了CA轴向伸长率的分析模型,以及FAA与周围管状环境的相互作用,并通过实验研究进行了验证。此外,在两个不同的管中进行了总体评价:(1)壁厚均匀但弹性模量不同,(2)壁厚均匀但弹性模量不同。成功的运动和准确的感知验证了机器人的能力和效率。总之,所提出的机器人系统在医学诊断和其他同时运动和刚度检测至关重要的领域显示出有前景的运动和同步刚度检测应用。
{"title":"Simultaneous Locomotion with Stiffness Perception of an Earthworm-Like Robot in a Soft Tubular Environment.","authors":"Xuyang Ren,Tianle Pan,Yichong Sun,Wing Yin Ng,Philip Wai Yan Chiu,Zheng Li","doi":"10.1177/21695172251360906","DOIUrl":"https://doi.org/10.1177/21695172251360906","url":null,"abstract":"Robots are frequently employed for navigation and detection tasks within tubular environments. However, when operating in soft tubular environments, they face significant challenges. The inherent instability of these structures can impede a robot's locomotion, and their soft tissues might be damaged by the interaction with robots. This study proposes a real-time stiffness perception system in soft tubular environments (e.g., colonic lumen) based on the earthworm-like movement to realize locomotion and detection simultaneously. The proposed soft robot features a central actuator (CA) for axial elongation and contraction, along with two auxiliary anchoring actuators positioned at the front and rear ends (FAA and RAA) to prevent backward slippage during locomotion. Notably, FAA is equipped with a perception mechanism capable of detecting the stiffness of the tubular environment through its interaction during inflation. The analytical modeling for CA's axial elongation, as well as the interaction between FAA and the surrounding tubular environment, has been developed and validated through experimental studies. Furthermore, the overall evaluation is conducted in two distinct tubes with: (1) uniform wall thickness but varied elastic moduli and (2) uniform elastic modulus but varied wall thicknesses. The successful locomotion and accurate perception confirm the capability and efficiency of the robot. In conclusion, the proposed robot system exhibits promising applications for locomotion and simultaneous stiffness detection in medical diagnostics and other fields where simultaneous locomotion and stiffness detection are crucial.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"24 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144664187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving the Efficiency of Soft Phase-Change Actuators Using Thermodynamic Analysis. 利用热力学分析提高软相变执行器的效率。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-07-03 DOI: 10.1089/soro.2024.0139
Luke F Gockowski,Charles Xiao,Amy Hao,Yangying Zhu,Bolin Liao,Megan T Valentine,Elliot W Hawkes
Actuation is a key challenge for the field of soft robotics. One method of actuation, thermally driven liquid-to-vapor phase change heat engines, is particularly compelling due to its high forces, large strokes, and relative simplicity. However, this form of actuation suffers from a very low efficiency, making its impact for practical applications limited. Here we apply thermodynamic analysis to these phase-change actuators to identify major inefficiencies and offer three key insights that soft roboticists can leverage to improve efficiency: (1) maximize the ratio of input power to heat loss, (2) operate at an intermediate temperature, and (3) maximize volumetric expansion. We confirm the validity of these insights via benchtop experiments and show efficiencies nearly two orders of magnitude higher than previously reported. We demonstrate the usefulness of these insights by applying them to the design and construction of a compliant roller powered directly by sunlight and capable of rolling every 16 s. Our results guide the design of more efficient phase-change actuators for soft robots and more generally, demonstrate the potential of applying thermodynamic analysis to improve the efficiency of soft actuators.
驱动是软机器人领域的一个关键挑战。一种驱动方法,热驱动液-气相变热机,由于其强大的力量,大冲程和相对简单而特别引人注目。然而,这种驱动形式的效率非常低,使其对实际应用的影响受到限制。在这里,我们将热力学分析应用于这些相变执行器,以确定主要的低效率,并提供软机器人专家可以利用的三个关键见解来提高效率:(1)最大限度地提高输入功率与热损失的比例,(2)在中间温度下运行,(3)最大限度地提高体积膨胀。我们通过台式实验证实了这些见解的有效性,并显示出比之前报道的效率高出近两个数量级。我们通过将这些见解应用于直接由阳光驱动并能够每16秒滚动一次的柔性滚筒的设计和构造来证明这些见解的有用性。我们的研究结果指导了更高效的软机器人相变执行器的设计,更广泛地说,展示了应用热力学分析来提高软执行器效率的潜力。
{"title":"Improving the Efficiency of Soft Phase-Change Actuators Using Thermodynamic Analysis.","authors":"Luke F Gockowski,Charles Xiao,Amy Hao,Yangying Zhu,Bolin Liao,Megan T Valentine,Elliot W Hawkes","doi":"10.1089/soro.2024.0139","DOIUrl":"https://doi.org/10.1089/soro.2024.0139","url":null,"abstract":"Actuation is a key challenge for the field of soft robotics. One method of actuation, thermally driven liquid-to-vapor phase change heat engines, is particularly compelling due to its high forces, large strokes, and relative simplicity. However, this form of actuation suffers from a very low efficiency, making its impact for practical applications limited. Here we apply thermodynamic analysis to these phase-change actuators to identify major inefficiencies and offer three key insights that soft roboticists can leverage to improve efficiency: (1) maximize the ratio of input power to heat loss, (2) operate at an intermediate temperature, and (3) maximize volumetric expansion. We confirm the validity of these insights via benchtop experiments and show efficiencies nearly two orders of magnitude higher than previously reported. We demonstrate the usefulness of these insights by applying them to the design and construction of a compliant roller powered directly by sunlight and capable of rolling every 16 s. Our results guide the design of more efficient phase-change actuators for soft robots and more generally, demonstrate the potential of applying thermodynamic analysis to improve the efficiency of soft actuators.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"48 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144547750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Inchworm-Inspired Fast-Moving Micro Flexible Robot for Autonomous Terrain-Adaptive Exploration. 基于尺蠖的快速移动微柔性机器人自主地形自适应探索。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-06-30 DOI: 10.1089/soro.2025.0004
Yingzhi Wang,Jiaquan Xu,Ziwen Tang,Yejia Wu,Qian Zhang,Hong Ding,Jin Xie
Soft robots with motion sensing can achieve motion feedback and monitor environmental changes. Motion sensing significantly expands the potential applications of soft robots in exploration and other fields. This study investigates an inchworm-like miniature soft robot capable of rapid locomotion and autonomous terrain-adaptive exploration. The motion is enabled by two key innovations: (1) a piezoelectric driving body that harnesses the substantial expansion-contraction deformation through an enhanced geometric nonlinearity model, overcoming limitations of conventional small-deformation theories, and (2) the adhesive forces produced by electroadhesive pads. This robot can move rapidly on various substrates, reaching a maximum speed of 1.93 body lengths per second. Additionally, the robot exhibits excellent load-bearing capacity and robustness, capable of pushing a payload of 6.8 g (8.35 times its weight of 0.814 g) and resisting strong external forces. The robot shows environmental adaptability in different terrains, such as crawling on rough terrains (including sandpaper, Ra = 10.8 μm), passing through a circular pipe with an inner diameter of 92 mm, descending a 5 mm step, ascending slopes with a 28° inclination, and traversing narrow gaps with a height of 11.5 mm (0.38 times the robot's maximum body height). Furthermore, the integration of an inertial measurement unit (IMU) system provides the robot with motion sensing capabilities, facilitating real-time position detection and environmental mapping.
具有运动传感功能的软体机器人可以实现运动反馈和对环境变化的监测。运动传感极大地拓展了软机器人在勘探等领域的潜在应用。本文研究了一种具有快速运动和自主地形适应探索能力的寸虫型微型软机器人。该运动由两项关键创新实现:(1)压电驱动体,通过增强的几何非线性模型利用大量的膨胀-收缩变形,克服了传统小变形理论的局限性;(2)电粘合垫产生的粘附力。该机器人可以在各种基底上快速移动,最高速度可达每秒1.93个身长。此外,该机器人具有出色的承载能力和坚固性,能够推动6.8 g(其重量0.814 g的8.35倍)的有效载荷,并能抵抗强大的外力。机器人对不同地形具有良好的环境适应性,如在粗糙地形(含砂纸,Ra = 10.8 μm)上爬行,通过内径为92 mm的圆形管道,下5 mm的台阶,上倾角为28°的斜坡,通过高度为11.5 mm(机器人最大体高的0.38倍)的狭窄缝隙等。此外,惯性测量单元(IMU)系统的集成为机器人提供了运动传感能力,便于实时位置检测和环境测绘。
{"title":"An Inchworm-Inspired Fast-Moving Micro Flexible Robot for Autonomous Terrain-Adaptive Exploration.","authors":"Yingzhi Wang,Jiaquan Xu,Ziwen Tang,Yejia Wu,Qian Zhang,Hong Ding,Jin Xie","doi":"10.1089/soro.2025.0004","DOIUrl":"https://doi.org/10.1089/soro.2025.0004","url":null,"abstract":"Soft robots with motion sensing can achieve motion feedback and monitor environmental changes. Motion sensing significantly expands the potential applications of soft robots in exploration and other fields. This study investigates an inchworm-like miniature soft robot capable of rapid locomotion and autonomous terrain-adaptive exploration. The motion is enabled by two key innovations: (1) a piezoelectric driving body that harnesses the substantial expansion-contraction deformation through an enhanced geometric nonlinearity model, overcoming limitations of conventional small-deformation theories, and (2) the adhesive forces produced by electroadhesive pads. This robot can move rapidly on various substrates, reaching a maximum speed of 1.93 body lengths per second. Additionally, the robot exhibits excellent load-bearing capacity and robustness, capable of pushing a payload of 6.8 g (8.35 times its weight of 0.814 g) and resisting strong external forces. The robot shows environmental adaptability in different terrains, such as crawling on rough terrains (including sandpaper, Ra = 10.8 μm), passing through a circular pipe with an inner diameter of 92 mm, descending a 5 mm step, ascending slopes with a 28° inclination, and traversing narrow gaps with a height of 11.5 mm (0.38 times the robot's maximum body height). Furthermore, the integration of an inertial measurement unit (IMU) system provides the robot with motion sensing capabilities, facilitating real-time position detection and environmental mapping.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"2 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144521498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rolling Motion of Bar-Driven Soft Spherical Tensegrity Robot Based on Dodecahedron. 基于十二面体的杆驱动软球面张拉整体机器人滚动运动。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2025-05-27 DOI: 10.1089/soro.2024.0126
Jilei Liu,Zhiyin Xu,Jinyu Lu,Jiangjun Hou,Xun Gu,Jiarong Wu,Na Li
Soft spherical tensegrity robots exhibit many desirable properties, including impact resistance and extreme lightweight, which give them strong potential for operation in complex environments such as search and rescue missions and space exploration. However, existing spherical tensegrity robots are still unable to achieve 100% exploration in unknown and complex terrains. In this study, we present a 10-bar soft spherical tensegrity robot based on dodecahedron tensegrity (TR-10) with multiple movement gaits. It can generate a rolling motion by actively changing the length of the internal drive module, and the MATLAB dynamic model is established for simulation. The multi-objective optimization method is used to obtain the driving strategies for various basic gaits of the TR-10. The generated movement paths, formed by combining gaits, can fully cover the map. At the same time, the method for determining the rolling axis is proposed, which can enable the robot to roll to the target point along the optimal path. Finally, we fabricated the TR-10 prototype capable of a wireless-controlled rolling motion. By comparing the simulation and experimental results of the basic gaits and movement paths, the effectiveness of the proposed method is verified. In addition, we also compare it with the classical 6-bar 24-cable tensegrity robot, and the results show that our proposed TR-10 can complete different paths with shorter distances and smaller offsets.
软球形张拉整体机器人表现出许多理想的特性,包括抗冲击和极轻的重量,这使它们在复杂环境(如搜索和救援任务和空间探索)中具有强大的操作潜力。然而,现有的球面张拉整体机器人在未知和复杂地形中仍然无法实现100%的探测。在这项研究中,我们提出了一个基于十二面体张拉整体(TR-10)的多运动步态的10杆软球面张拉整体机器人。通过主动改变内部驱动模块的长度产生滚动运动,并建立MATLAB动态模型进行仿真。采用多目标优化方法,得到了TR-10的各种基本步态的驱动策略。生成的运动路径由步态组合形成,可以完全覆盖地图。同时,提出了确定滚动轴的方法,使机器人沿最优路径滚动到目标点。最后,我们制作了TR-10原型机能够进行无线控制的滚动运动。通过对基本步态和运动路径的仿真与实验结果的对比,验证了所提方法的有效性。此外,我们还将其与经典的6-bar 24索张拉整体机器人进行了比较,结果表明我们提出的TR-10可以以更短的距离和更小的偏移量完成不同的路径。
{"title":"Rolling Motion of Bar-Driven Soft Spherical Tensegrity Robot Based on Dodecahedron.","authors":"Jilei Liu,Zhiyin Xu,Jinyu Lu,Jiangjun Hou,Xun Gu,Jiarong Wu,Na Li","doi":"10.1089/soro.2024.0126","DOIUrl":"https://doi.org/10.1089/soro.2024.0126","url":null,"abstract":"Soft spherical tensegrity robots exhibit many desirable properties, including impact resistance and extreme lightweight, which give them strong potential for operation in complex environments such as search and rescue missions and space exploration. However, existing spherical tensegrity robots are still unable to achieve 100% exploration in unknown and complex terrains. In this study, we present a 10-bar soft spherical tensegrity robot based on dodecahedron tensegrity (TR-10) with multiple movement gaits. It can generate a rolling motion by actively changing the length of the internal drive module, and the MATLAB dynamic model is established for simulation. The multi-objective optimization method is used to obtain the driving strategies for various basic gaits of the TR-10. The generated movement paths, formed by combining gaits, can fully cover the map. At the same time, the method for determining the rolling axis is proposed, which can enable the robot to roll to the target point along the optimal path. Finally, we fabricated the TR-10 prototype capable of a wireless-controlled rolling motion. By comparing the simulation and experimental results of the basic gaits and movement paths, the effectiveness of the proposed method is verified. In addition, we also compare it with the classical 6-bar 24-cable tensegrity robot, and the results show that our proposed TR-10 can complete different paths with shorter distances and smaller offsets.","PeriodicalId":48685,"journal":{"name":"Soft Robotics","volume":"57 1","pages":""},"PeriodicalIF":7.9,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144146192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Soft Robotics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1