首页 > 最新文献

Bioinspiration & Biomimetics最新文献

英文 中文
Robust maneuverability in flipper-based systems across complex terrains. 基于fliper的复杂地形系统的鲁棒操纵性。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-15 DOI: 10.1088/1748-3190/ae0aaa
Nnamdi C Chikere, Frank E Fish, Yasemin Ozkan-Aydin

Sea turtle hatchlings display maneuvering capabilities across diverse aquatic and coastal terrains. While turning behavior is crucial in aquatic environments, it is equally vital for terrestrial locomotion by hatchlings that must quickly navigate obstacle-rich terrain on their way to the sea. This study introduces a robotic prototype that emulates the turning strategies of juvenile sea turtles to optimize turning rate and energy consumption across diverse terrestrial surfaces. The research investigates the rotational displacement capabilities of a bioinspired robot across five distinct gait configurations: one involving all flippers in a unique pattern, and four employing reduced flipper combinations, including front, diagonal, back, and single flippers. We investigated the robot's turning capabilities on diverse granular and compliant media, including four specified rock sizes, a consistent foam platform, and dry sand. Comparative analyses were conducted using rigid and soft flipper designs. Key locomotion features, including roll, pitch, yaw, and lift height, were quantified for each configuration. The results reveal significant differences in rotational behavior across terrains and gait styles, highlighting the interplay between flipper design, gait strategy, and environmental adaptability. This research advances the understanding of bioinspired robotics for applications in complex and variable environments.

海龟幼崽在不同的水生和沿海地形上显示出机动能力。虽然转弯行为在水生环境中至关重要,但对于在陆地上移动的幼崽来说,转弯行为同样至关重要,因为它们必须在通往大海的途中快速穿越障碍物丰富的地形。本研究介绍了一种机器人原型,该原型模拟了幼年海龟的转弯策略,以优化不同陆地表面的转弯速度和能量消耗。该研究调查了仿生机器人在五种不同步态配置下的旋转位移能力:一种是所有鳍状肢都采用独特的模式,另一种是采用精简的鳍状肢组合,包括前鳍、斜鳍、后鳍和单鳍。我们研究了机器人在不同颗粒状和柔顺介质上的转弯能力,包括四种指定的岩石尺寸、一致的泡沫平台和干沙。 ;使用刚性和软鳍状肢设计进行了比较分析。键 ;运动特征,包括滚转、俯仰、偏航和升力高度,被量化为 ;结果显示,不同地形和步态风格的旋转行为存在显著差异,突出了脚蹼设计、步态策略和环境适应性之间的相互作用。这项研究促进了对生物机器人技术在复杂多变环境中的应用的理解。
{"title":"Robust maneuverability in flipper-based systems across complex terrains.","authors":"Nnamdi C Chikere, Frank E Fish, Yasemin Ozkan-Aydin","doi":"10.1088/1748-3190/ae0aaa","DOIUrl":"10.1088/1748-3190/ae0aaa","url":null,"abstract":"<p><p>Sea turtle hatchlings display maneuvering capabilities across diverse aquatic and coastal terrains. While turning behavior is crucial in aquatic environments, it is equally vital for terrestrial locomotion by hatchlings that must quickly navigate obstacle-rich terrain on their way to the sea. This study introduces a robotic prototype that emulates the turning strategies of juvenile sea turtles to optimize turning rate and energy consumption across diverse terrestrial surfaces. The research investigates the rotational displacement capabilities of a bioinspired robot across five distinct gait configurations: one involving all flippers in a unique pattern, and four employing reduced flipper combinations, including front, diagonal, back, and single flippers. We investigated the robot's turning capabilities on diverse granular and compliant media, including four specified rock sizes, a consistent foam platform, and dry sand. Comparative analyses were conducted using rigid and soft flipper designs. Key locomotion features, including roll, pitch, yaw, and lift height, were quantified for each configuration. The results reveal significant differences in rotational behavior across terrains and gait styles, highlighting the interplay between flipper design, gait strategy, and environmental adaptability. This research advances the understanding of bioinspired robotics for applications in complex and variable environments.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145132866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Reinforcement learning for robust navigation of fish-like agents in various fluid environments. 基于强化学习的类鱼智能体在不同流体环境中的鲁棒导航。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-15 DOI: 10.1088/1748-3190/ae0dd1
Jin Zhang, Xiaolong Chen, Bochao Cao

Achieving robust and energy-efficient navigation in unknown fluid environments remains a key challenge for bioinspired underwater robots. In this study, we develop a reinforcement learning-based control framework that enables a fish-like swimmer to autonomously acquire effective navigation strategies within a high-fidelity computational fluid dynamics environment. By shaping the reward function to favor energy efficiency, the agent spontaneously discovers different locomotion patterns, ranging from continuous bursting to burst-and-coast gaits, all without prior knowledge of fluid mechanics. Although the agent is trained in a quiescent fluid environment, the learned swimming policies are generalized well in various navigation tasks and remain robust under complex flow perturbations, including uniform currents and unsteady vortex wakes. In all test scenarios, the agent achieves a 100%navigation success rate. These findings highlight the potential of integrating physics-based simulation with learning-based control strategy to advance the design of adaptive, efficient, and resilient aquatic robots inspired by biological swimmers.

在未知流体环境中实现鲁棒和节能导航仍然是仿生水下机器人面临的关键挑战。在本研究中,我们开发了一种基于强化学习(RL)的控制框架,使鱼状游泳者能够在高保真计算流体动力学(CFD)环境中自主获取有效的导航策略。通过塑造有利于能量效率的奖励函数,智能体自发地发现了不同的运动模式,从连续爆发到爆发-海岸步态,所有这些都不需要事先了解流体力学。尽管智能体是在静止的流体环境中训练的,但学习到的游泳策略在各种导航任务中都能很好地推广,并且在复杂的流体扰动下(包括均匀流和非定常涡尾迹)仍能保持鲁棒性。在所有测试场景中,代理实现了100%的导航成功率。这些发现强调了将基于物理的模拟与基于学习的控制策略相结合的潜力,以推进受生物游泳者启发的自适应、高效和弹性水生机器人的设计。
{"title":"Reinforcement learning for robust navigation of fish-like agents in various fluid environments.","authors":"Jin Zhang, Xiaolong Chen, Bochao Cao","doi":"10.1088/1748-3190/ae0dd1","DOIUrl":"10.1088/1748-3190/ae0dd1","url":null,"abstract":"<p><p>Achieving robust and energy-efficient navigation in unknown fluid environments remains a key challenge for bioinspired underwater robots. In this study, we develop a reinforcement learning-based control framework that enables a fish-like swimmer to autonomously acquire effective navigation strategies within a high-fidelity computational fluid dynamics environment. By shaping the reward function to favor energy efficiency, the agent spontaneously discovers different locomotion patterns, ranging from continuous bursting to burst-and-coast gaits, all without prior knowledge of fluid mechanics. Although the agent is trained in a quiescent fluid environment, the learned swimming policies are generalized well in various navigation tasks and remain robust under complex flow perturbations, including uniform currents and unsteady vortex wakes. In all test scenarios, the agent achieves a 100%navigation success rate. These findings highlight the potential of integrating physics-based simulation with learning-based control strategy to advance the design of adaptive, efficient, and resilient aquatic robots inspired by biological swimmers.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145202132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Bio-inspired rotor designs: enhancing thrust, energy efficiency, and noise reduction. 仿生转子设计:增强推力、能源效率和降低噪音。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-14 DOI: 10.1088/1748-3190/adf6f8
A Rapisarda, L Sangiuliano, L D'Alessandro, N M Pugno

Urban noise pollution is an increasingly pressing concern, driven by rapid infrastructural development and evolving environmental regulations. Among its most significant sources is the aeroacoustic emission from mechanical ventilation systems, where fan noise, comprising both tonal and broadband components, can be particularly disruptive. Inspired by the silent flight of owls, this study investigates the potential of trailing-edge serrations as a passive noise-reduction strategy for fan blades. A combined numerical and experimental approach is adopted. The acoustic performance is predicted using a hybrid methodology that couples large eddy simulations (LES) of the incompressible Navier-Stokes equations in their vorticity formulation with acoustic analogy models to capture far-field noise characteristics. A sensitivity study examines the influence of key geometrical parameters, specifically the number of serrations and the sawtooth ratio, defined in terms of pitch and depth. Results show that adjustments to these parameters allow for noticeable noise reductions, with improvements reaching up to 5 decibels. Although analyses are conducted at constant rotational speed, only marginal reductions in thrust and drag are observed, with aerodynamic efficiency remaining essentially unchanged. Flow analysis reveals that serrations enhance spanwise flow coherence, contributing to the passive stabilisation of turbulence near the trailing edge and blade tip. Experimental tests at varying rotational speeds support and extend the numerical findings, enabling a broader assessment across operating conditions. A multi-criteria evaluation framework is proposed to identify optimal serration configurations. These results provide valuable insights into bioinspired noise-control strategies and offer a foundation for the development of predictive tools for the design of next-generation low-noise fan systems.

随着基础设施的快速发展和环境法规的不断完善,城市噪声污染问题日益突出。其最重要的来源是机械通风系统的航空声发射,其中风扇噪声包括音调和宽带成分,可能特别具有破坏性。受猫头鹰安静飞行的启发,本研究探讨了后缘锯齿作为风扇叶片被动降噪策略的潜力。采用数值与实验相结合的方法。声学性能的预测使用了一种混合方法,该方法将不可压缩Navier-Stokes方程的大涡模拟(LES)与声学类比模型相结合,以捕获远场噪声特性。一项灵敏度研究检查了关键几何参数的影响,特别是锯齿数和锯齿比,根据音高和深度定义。结果表明,调整这些参数可以显著降低噪音,最高可达5分贝。虽然在恒定转速下进行了分析,但仅观察到推力和阻力的微小减少,而气动效率基本保持不变。流动分析表明,锯齿增强了沿展向的流动相干性,有助于后缘和叶尖附近湍流的被动稳定。不同转速下的实验测试支持并扩展了数值结果,从而可以在不同工况下进行更广泛的评估。提出了一种多准则评价框架来识别最优的轮齿结构。这些结果为生物噪声控制策略提供了有价值的见解,并为设计下一代低噪声风扇系统的预测工具的开发奠定了基础。
{"title":"Bio-inspired rotor designs: enhancing thrust, energy efficiency, and noise reduction.","authors":"A Rapisarda, L Sangiuliano, L D'Alessandro, N M Pugno","doi":"10.1088/1748-3190/adf6f8","DOIUrl":"10.1088/1748-3190/adf6f8","url":null,"abstract":"<p><p>Urban noise pollution is an increasingly pressing concern, driven by rapid infrastructural development and evolving environmental regulations. Among its most significant sources is the aeroacoustic emission from mechanical ventilation systems, where fan noise, comprising both tonal and broadband components, can be particularly disruptive. Inspired by the silent flight of owls, this study investigates the potential of trailing-edge serrations as a passive noise-reduction strategy for fan blades. A combined numerical and experimental approach is adopted. The acoustic performance is predicted using a hybrid methodology that couples large eddy simulations (LES) of the incompressible Navier-Stokes equations in their vorticity formulation with acoustic analogy models to capture far-field noise characteristics. A sensitivity study examines the influence of key geometrical parameters, specifically the number of serrations and the sawtooth ratio, defined in terms of pitch and depth. Results show that adjustments to these parameters allow for noticeable noise reductions, with improvements reaching up to 5 decibels. Although analyses are conducted at constant rotational speed, only marginal reductions in thrust and drag are observed, with aerodynamic efficiency remaining essentially unchanged. Flow analysis reveals that serrations enhance spanwise flow coherence, contributing to the passive stabilisation of turbulence near the trailing edge and blade tip. Experimental tests at varying rotational speeds support and extend the numerical findings, enabling a broader assessment across operating conditions. A multi-criteria evaluation framework is proposed to identify optimal serration configurations. These results provide valuable insights into bioinspired noise-control strategies and offer a foundation for the development of predictive tools for the design of next-generation low-noise fan systems.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144769389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Biology for biomimetics: II. A tutorial on how to diversify a list of biological models. 仿生学生物学II:关于如何多样化生物模型列表的教程。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-13 DOI: 10.1088/1748-3190/ae0aa2
Emilie C Snell-Rood, Dimitri Smirnoff

Biomimetics is a powerful tool for problem solving in design and engineering. However, most biomimetic research is limited in the range of biological models considered, for instance with a frequent bias towards vertebrate animals. Diversifying the list of possible models increases the likelihood of discovering innovative solutions to a given problem and can overcome the limitations of sometimes imperfect design in biology. In this tutorial, we review key biology concepts that can assist students and practitioners of biomimetics in diversifying their list of biological models by expanding across evolutionary time and ecological space. First, we draw on evolutionary biology, particularly independent origins of a trait or function, which increases the chance of finding unique mechanisms underlying a function of interest. Second, we discuss core concepts from ecology for sampling across geographical space, considering different biomes or ecoregions where evolution may have played out in different ways to solve similar ecological issues. We show how to distill a biomimetic problem into abiotic and biotic components that have analogies in habitats and biomes across the globe. Finally, we consider both ecological and evolutionary processes jointly. Throughout this tutorial, we review useful and accessible tools, especially online databases, for putting these approaches into practice, even for a non-biologist. We hope to make the biomimetic approach more accessible and impactful by reviewing tools for sampling a broader range of potential biological models for a given biomimetic problem.

仿生学是解决设计和工程问题的有力工具。然而,大多数仿生研究都局限于所考虑的生物模型的范围,例如,经常偏向于脊椎动物。多样化的可能模型增加了发现解决给定问题的创新方案的可能性,并且可以克服生物学中有时不完美设计的局限性。在本教程中,我们回顾了一些关键的生物学概念,这些概念可以帮助仿生学的学生和实践者通过扩展进化时间和生态空间来多样化他们的生物模型列表。首先,我们利用进化生物学,特别是一个特征或功能的独立起源,这增加了发现一个感兴趣的功能背后的独特机制的机会。其次,我们讨论了跨地理空间采样的生态学核心概念,考虑到不同的生物群系或生态区域,进化可能以不同的方式发挥作用,以解决类似的生态问题。我们展示了如何将仿生问题提炼成在全球栖息地和生物群系中具有相似性的非生物和生物成分。最后,我们同时考虑了生态和进化过程。在本教程中,我们回顾了有用的和可访问的工具,特别是在线数据库,将这些方法付诸实践,即使是非生物学家。我们希望通过审查工具,为给定的仿生问题取样更广泛的潜在生物模型,使仿生方法更容易获得和有影响力。
{"title":"Biology for biomimetics: II. A tutorial on how to diversify a list of biological models.","authors":"Emilie C Snell-Rood, Dimitri Smirnoff","doi":"10.1088/1748-3190/ae0aa2","DOIUrl":"10.1088/1748-3190/ae0aa2","url":null,"abstract":"<p><p>Biomimetics is a powerful tool for problem solving in design and engineering. However, most biomimetic research is limited in the range of biological models considered, for instance with a frequent bias towards vertebrate animals. Diversifying the list of possible models increases the likelihood of discovering innovative solutions to a given problem and can overcome the limitations of sometimes imperfect design in biology. In this tutorial, we review key biology concepts that can assist students and practitioners of biomimetics in diversifying their list of biological models by expanding across evolutionary time and ecological space. First, we draw on evolutionary biology, particularly independent origins of a trait or function, which increases the chance of finding unique mechanisms underlying a function of interest. Second, we discuss core concepts from ecology for sampling across geographical space, considering different biomes or ecoregions where evolution may have played out in different ways to solve similar ecological issues. We show how to distill a biomimetic problem into abiotic and biotic components that have analogies in habitats and biomes across the globe. Finally, we consider both ecological and evolutionary processes jointly. Throughout this tutorial, we review useful and accessible tools, especially online databases, for putting these approaches into practice, even for a non-biologist. We hope to make the biomimetic approach more accessible and impactful by reviewing tools for sampling a broader range of potential biological models for a given biomimetic problem.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145132871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Effects of symmetry and hydrodynamics on the cohesion of groups of swimmers. 对称和流体力学对游泳运动员群体内聚力的影响。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-10 DOI: 10.1088/1748-3190/ae0bd9
Mohamed Niged Mabrouk, Daniel Floryan

When groups of inertial swimmers move together, hydrodynamic interactions play a key role in shaping their collective dynamics, including the cohesion of the group. To explore how hydrodynamic interactions influence group cohesion, we develop a three-dimensional, inviscid, far-field model of a swimmer, neglecting the vortical wake produced by swimmers in order to determine the role that potential flow interactions play on group dynamics. Focusing on symmetric triangular, diamond, and circular group arrangements, we investigate whether passive hydrodynamics alone can promote cohesive behavior, and what role symmetry of the group plays. Under the idealized conditions of our model, we find that far-field interactions alone significantly impact the cohesion of groups of swimmers. This is an important result because, contrary to common belief, it shows that interactions with a vortical wake do not solely determine the cohesion of groups of swimmers. While small symmetric (and even asymmetric) groups can be cohesive, larger groups typically are not, instead breaking apart into smaller, self-organized subgroups that are cohesive. Notably, we discover circular arrangements of swimmers that chase each other around a circle, resembling the milling behavior of natural fish schools; we call this hydrodynamic milling. Hydrodynamic milling is cohesive in the sense that it is a fixed point of a particular Poincaré map, but it is unstable, especially to asymmetric perturbations. Our findings suggest that while passive hydrodynamics alone cannot sustain large-scale cohesion indefinitely, controlling interactions between subgroups, or controlling the behavior of only the periphery of a large group, could potentially enable stable collective behavior with minimal active input.

当惯性游泳者群体一起运动时,流体动力相互作用在塑造他们的集体动力中起着关键作用,包括群体的凝聚力。为了探索水动力相互作用如何影响群体内聚力,我们建立了一个游泳者的三维、无粘、远场模型,忽略了游泳者产生的旋涡尾流,以确定势流相互作用在群体动力学中的作用。以对称的三角形、菱形和圆形基团排列为重点,我们研究了被动流体力学是否能单独促进内聚行为,以及基团的对称性在其中起什么作用。在我们模型的理想条件下,我们发现远场相互作用本身显著影响游泳者群体的凝聚力。这是一个重要的结果,因为与通常的看法相反,它表明与涡流的相互作用并不仅仅决定游泳者群体的凝聚力。虽然小型对称(甚至非对称)组可以是内聚的,但较大的组通常不是,而是分解成较小的、自组织的内聚子组。值得注意的是,我们发现游泳者围绕一个圆圈互相追逐,类似于自然鱼群的碾磨行为;我们称之为流体动力铣削。流体动力铣削在某种意义上是内聚的,因为它是一个特定的庞卡罗图的固定点,但它是不稳定的,特别是对不对称扰动。我们的研究结果表明,虽然被动流体力学本身不能无限期地维持大规模的凝聚力,但控制子群体之间的相互作用,或仅控制大群体外围的行为,可能会以最小的主动输入实现稳定的集体行为。
{"title":"Effects of symmetry and hydrodynamics on the cohesion of groups of swimmers.","authors":"Mohamed Niged Mabrouk, Daniel Floryan","doi":"10.1088/1748-3190/ae0bd9","DOIUrl":"10.1088/1748-3190/ae0bd9","url":null,"abstract":"<p><p>When groups of inertial swimmers move together, hydrodynamic interactions play a key role in shaping their collective dynamics, including the cohesion of the group. To explore how hydrodynamic interactions influence group cohesion, we develop a three-dimensional, inviscid, far-field model of a swimmer, neglecting the vortical wake produced by swimmers in order to determine the role that potential flow interactions play on group dynamics. Focusing on symmetric triangular, diamond, and circular group arrangements, we investigate whether passive hydrodynamics alone can promote cohesive behavior, and what role symmetry of the group plays. Under the idealized conditions of our model, we find that far-field interactions alone significantly impact the cohesion of groups of swimmers. This is an important result because, contrary to common belief, it shows that interactions with a vortical wake do not solely determine the cohesion of groups of swimmers. While small symmetric (and even asymmetric) groups can be cohesive, larger groups typically are not, instead breaking apart into smaller, self-organized subgroups that are cohesive. Notably, we discover circular arrangements of swimmers that chase each other around a circle, resembling the milling behavior of natural fish schools; we call this hydrodynamic milling. Hydrodynamic milling is cohesive in the sense that it is a fixed point of a particular Poincaré map, but it is unstable, especially to asymmetric perturbations. Our findings suggest that while passive hydrodynamics alone cannot sustain large-scale cohesion indefinitely, controlling interactions between subgroups, or controlling the behavior of only the periphery of a large group, could potentially enable stable collective behavior with minimal active input.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145151983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Mechanical resonance conditions in insect flapping wing apparatus: insights from flight and swimming of a miniature waspTiphodytes gerriphagus. 昆虫扑翼装置的机械共振条件:从小型小黄蜂的飞行和游泳的观察。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-08 DOI: 10.1088/1748-3190/ae0aa5
Artyom Falman, Vladislav Dvornikov, Sergey Farisenkov, Nadezhda Lapina, Alexey Polilov, Dmitry Kolomenskiy

Evidence suggests that insects may utilize resonant mechanics during flight to optimize energetic efficiency, though whether this mechanism is universal across all insect species remains debated. Microinsects appear particularly intriguing in this context: they exhibit agility comparable to larger species despite experiencing higher aerodynamic damping forces on their wings. We investigated mechanical resonance dynamics focusing on the miniature waspTiphodytes gerriphagus-a remarkable species capable of both aerial flight and underwater locomotion, using wings in both cases. This dual-mode mobility introduces additional biomechanical constraints that simplify parameter identification in the analysis. We developed a reduced-order model incorporating muscle activation, internal inertial and viscous damping forces, thoracic elasticity, and inertial and fluid-dynamic forces acting on the wing. This model represents the insect flight apparatus as a one-dimensional oscillator. It employs capillary analogy modeling, integrated with a wing-thorax-muscle system undergoing periodic flapping motions. Our results demonstrate limited flight motor resonance potential in air, caused by strong damping effects, and unavoidably overdamped conditions underwater.

有证据表明,昆虫可能在飞行过程中利用共振机制来优化能量效率,尽管这种机制是否适用于所有昆虫物种仍存在争议。在这种情况下,微生物显得特别有趣:它们表现出与大型物种相当的敏捷性,尽管它们的翅膀上承受着更高的空气动力阻尼力。我们研究了微型黄蜂的机械共振动力学,这是一种既能在空中飞行又能在水下运动的非凡物种,在这两种情况下都使用翅膀。这种双模迁移引入了额外的生物力学约束,简化了分析中的参数识别。我们开发了一个包含肌肉激活、内部惯性和粘性阻尼力、胸部弹性以及作用在机翼上的惯性和流体动力的降阶模型。该模型将昆虫飞行装置表示为一维振荡器。它采用毛细管模拟建模,结合了一个进行周期性拍打运动的翅膀-胸肌系统。我们的研究结果表明,由于强烈的阻尼效应和不可避免的水下过阻尼条件,飞行马达在空气中的共振电位有限。
{"title":"Mechanical resonance conditions in insect flapping wing apparatus: insights from flight and swimming of a miniature wasp<i>Tiphodytes gerriphagus</i>.","authors":"Artyom Falman, Vladislav Dvornikov, Sergey Farisenkov, Nadezhda Lapina, Alexey Polilov, Dmitry Kolomenskiy","doi":"10.1088/1748-3190/ae0aa5","DOIUrl":"10.1088/1748-3190/ae0aa5","url":null,"abstract":"<p><p>Evidence suggests that insects may utilize resonant mechanics during flight to optimize energetic efficiency, though whether this mechanism is universal across all insect species remains debated. Microinsects appear particularly intriguing in this context: they exhibit agility comparable to larger species despite experiencing higher aerodynamic damping forces on their wings. We investigated mechanical resonance dynamics focusing on the miniature wasp<i>Tiphodytes gerriphagus</i>-a remarkable species capable of both aerial flight and underwater locomotion, using wings in both cases. This dual-mode mobility introduces additional biomechanical constraints that simplify parameter identification in the analysis. We developed a reduced-order model incorporating muscle activation, internal inertial and viscous damping forces, thoracic elasticity, and inertial and fluid-dynamic forces acting on the wing. This model represents the insect flight apparatus as a one-dimensional oscillator. It employs capillary analogy modeling, integrated with a wing-thorax-muscle system undergoing periodic flapping motions. Our results demonstrate limited flight motor resonance potential in air, caused by strong damping effects, and unavoidably overdamped conditions underwater.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145132958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Maximizing anthropomorphic grasping abilities of bio-inspired underactuated robotic hands. 仿生欠驱动机器人手的拟人化抓取能力最大化。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-08 DOI: 10.1088/1748-3190/ae0aa3
Jiaji Ma, Bai-Yang Sun, Dai Chu, Jinhao Yang, Jiarui Zhang, Cai-Hua Xiong

Recent neuroscience discoveries on human hand synergies have inspired the development of underactuated robotic hands, which replicate human-like grasping capabilities using a minimal number of actuators. However, a generalized methodology for determining the parameters of such bio-inspired underactuated hands to maximize anthropomorphic grasping abilities remains a significant challenge. To address this, we propose a novel framework based on Hertz contact theory to establish a general underactuated grasping model. Within this framework, we introduce evaluation indices and constraint conditions integrating morphological parameter ranges of the human hand derived from a scientific analysis in our prior work and an approximation index between human hand motions and robotic hand motions, aimed at: 1) biomimetic part: ensuring that the robotic hand's morphology, motion, and posture closely mimic those of the human hand, and 2) robotic part: maximizing the Euclidean norms of normal contact forces between the robotic hand and the object during grasping. To streamline the parameter optimization process, we devise a comprehensive, step-by-step strategy that groups parameters sequentially, enabling rapid convergence to optimal solutions. As a case study, we design and develop a dual-actuated robotic hand, comparing unaltered and optimized parameter schemes through extensive simulations and experimental validations. The results demonstrate the effectiveness of our method and suggest its potential applicability to a wide range of underactuated robots and bionic systems. This work provides a systematic approach to advancing the design and optimization of anthropomorphic robotic hands, bridging the gap between biological inspiration and engineering implementation.

最近关于人手协同作用的神经科学发现激发了欠驱动机械手的发展,它使用最少数量的驱动器复制了类似人类的抓取能力。然而,确定这种仿生欠驱动手的参数以最大化拟人化抓取能力的广义方法仍然是一个重大挑战。为了解决这个问题,我们提出了一个基于赫兹接触理论的新框架来建立一个通用的欠驱动抓取模型。在此框架下,结合前人科学分析得出的人手形态参数范围和人手运动与机器人手运动之间的近似指标,引入评价指标和约束条件,旨在:1)仿生部分:确保机器人手的形态、运动和姿态与人手接近;2)机器人部分:在抓取过程中最大化机械手与物体之间法向接触力的欧氏范数。为了简化参数优化过程,我们设计了一个全面的,逐步的策略,按顺序分组参数,使快速收敛到最优解。作为案例研究,我们设计并开发了双驱动机械手,通过广泛的仿真和实验验证,比较了未改变和优化的参数方案。结果证明了我们的方法的有效性,并表明它可能适用于广泛的欠驱动机器人和仿生系统。这项工作为推进拟人机械手的设计和优化提供了一种系统的方法,弥合了生物学灵感和工程实现之间的差距。
{"title":"Maximizing anthropomorphic grasping abilities of bio-inspired underactuated robotic hands.","authors":"Jiaji Ma, Bai-Yang Sun, Dai Chu, Jinhao Yang, Jiarui Zhang, Cai-Hua Xiong","doi":"10.1088/1748-3190/ae0aa3","DOIUrl":"10.1088/1748-3190/ae0aa3","url":null,"abstract":"<p><p>Recent neuroscience discoveries on human hand synergies have inspired the development of underactuated robotic hands, which replicate human-like grasping capabilities using a minimal number of actuators. However, a generalized methodology for determining the parameters of such bio-inspired underactuated hands to maximize anthropomorphic grasping abilities remains a significant challenge. To address this, we propose a novel framework based on Hertz contact theory to establish a general underactuated grasping model. Within this framework, we introduce evaluation indices and constraint conditions integrating morphological parameter ranges of the human hand derived from a scientific analysis in our prior work and an approximation index between human hand motions and robotic hand motions, aimed at: 1) biomimetic part: ensuring that the robotic hand's morphology, motion, and posture closely mimic those of the human hand, and 2) robotic part: maximizing the Euclidean norms of normal contact forces between the robotic hand and the object during grasping. To streamline the parameter optimization process, we devise a comprehensive, step-by-step strategy that groups parameters sequentially, enabling rapid convergence to optimal solutions. As a case study, we design and develop a dual-actuated robotic hand, comparing unaltered and optimized parameter schemes through extensive simulations and experimental validations. The results demonstrate the effectiveness of our method and suggest its potential applicability to a wide range of underactuated robots and bionic systems. This work provides a systematic approach to advancing the design and optimization of anthropomorphic robotic hands, bridging the gap between biological inspiration and engineering implementation.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145132915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
A nonlinear vibration isolator inspired by the arc-shaped multi-vertebra structure of a bird's neck. 一种非线性隔振器,灵感来自于鸟脖子的弧形多椎体结构。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-08 DOI: 10.1088/1748-3190/ae0aa9
Weilei Wu, Bin Tang, Michael J Brennan, Jingde Tang, Paulo J P Gonçalves, Alexander D Shaw, Gianluca Gatti

Inspired by the stabilization of a bird's head by the arc-shaped supporting structure of its neck, a nonlinear vibration isolator that imitates these properties is proposed. The geometry and stiffness properties of the isolator, which consists of three rods connected by torsional springs, are designed for a specific payload to realize an isolator with a very low natural frequency offering good vibration isolation properties over a wide frequency range. A prototype is constructed to isolate a smart phone camera mounted on a bicycle from vibration excitation due to a rough road. The results show that the isolator is effective above a frequency of approximately 1 Hz.

受鸟类颈部弧形支撑结构稳定头部的启发,提出了一种模仿这些特性的非线性隔振器。该隔振器由三根扭簧连接的杆组成,其几何形状和刚度特性是为特定负载而设计的,以实现具有极低固有频率的隔振器,在很宽的频率范围内提供良好的隔振性能。为了使安装在自行车上的智能手机相机不受崎岖路面引起的振动激励,构建了一个原型。结果表明,该隔离器在约1hz频率以上有效。
{"title":"A nonlinear vibration isolator inspired by the arc-shaped multi-vertebra structure of a bird's neck.","authors":"Weilei Wu, Bin Tang, Michael J Brennan, Jingde Tang, Paulo J P Gonçalves, Alexander D Shaw, Gianluca Gatti","doi":"10.1088/1748-3190/ae0aa9","DOIUrl":"10.1088/1748-3190/ae0aa9","url":null,"abstract":"<p><p>Inspired by the stabilization of a bird's head by the arc-shaped supporting structure of its neck, a nonlinear vibration isolator that imitates these properties is proposed. The geometry and stiffness properties of the isolator, which consists of three rods connected by torsional springs, are designed for a specific payload to realize an isolator with a very low natural frequency offering good vibration isolation properties over a wide frequency range. A prototype is constructed to isolate a smart phone camera mounted on a bicycle from vibration excitation due to a rough road. The results show that the isolator is effective above a frequency of approximately 1 Hz.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145132888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Multi-objective optimization of three-dimensional riblet surfaces for hydrodynamic and acoustic performance. 三维波纹表面水动力和声学性能的多目标优化。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-06 DOI: 10.1088/1748-3190/ae0227
Zixiao Wei, Zilan Zhang, Dahyun Daniel Lim, Justin Rey, Matthew Jones, Grace X Gu

Riblets inspired by the dermal denticles of shark skin are widely recognized for their drag-reducing performance. Although previous research has predominantly focused on two-dimensional riblet geometries, three-dimensional (3D) topographies remain underexplored due to the complex architecture of denticle-inspired surfaces. Natural riblet arrays, comprising thousands of interconnected dermal denticles, pose challenges in terms of parameterization, simulation, and fabrication. This work addresses these challenges by introducing a 3D, riblet-reinforced surface topography design that reduces drag, suppresses flow-induced noise, and simplifies both parameterization and prototyping, ultimately providing a scalable solution for towed array sonar applications. Leveraging Bayesian optimization, our computational fluid dynamics (CFD) results reveal that the optimal design decreases the overall sound pressure level by 6.87 dB and reduces drag by 0.34%, effectively balancing noise mitigation with hydrodynamic performance. The design that achieves the greatest noise reduction lowers flow noise by 8.81 dB, albeit with a slight increase in drag. The most effective design for drag reduction yields a 5.18% decrease, accompanied by significant noise suppression across key frequency bands. Flow field analysis demonstrates that our design alters the near-wall vorticity dynamics by promoting the formation of vortex rings that detach from the surface, thereby reducing turbulent energy transfer and limiting sound pressure fluctuations relative to a smooth surface design. To this end, the combination of CFD simulations and Bayesian optimization offers an efficient pathway to refine riblets-reinforced surface topographies, paving the way for advanced bioinspired designs that improve acoustic performance and efficiency in underwater applications.

以天然鲨鱼皮肤小齿为灵感的条纹因其减少阻力的性能而得到广泛认可。尽管先前的研究主要集中在二维条纹几何上,但由于齿状突启发表面的复杂结构,三维地形仍然未被充分探索。由数千个相互连接的小齿组成的天然条纹阵列在参数化、仿真和制造方面提出了挑战。这项工作通过引入三维、膛线增强的表面形貌设计来解决这些挑战,该设计减少了阻力,抑制了流动引起的噪音,简化了参数化和原型设计,最终为拖曳阵列声纳应用提供了可扩展的解决方案。利用贝叶斯优化,我们的计算流体力学结果表明,优化设计使整体声压级降低了6.87 dB,阻力降低了0.34%,有效地平衡了噪声缓解和流体力学性能。该设计实现了最大的降噪效果,尽管阻力略有增加,但流动噪声降低了8.81 dB。最有效的减阻设计可降低5.18%的阻力,同时在关键频段具有显著的噪声抑制作用。流场分析表明,波纹通过促进与表面分离的涡环的形成,从而改变了近壁涡度动力学,从而减少了湍流能量传递,限制了相对于光滑表面设计的压力波动。为此,计算流体动力学模拟和贝叶斯优化相结合为改进波纹增强表面形貌提供了有效途径,为先进的生物设计铺平了道路,从而提高了水下应用的声学隐身性和效率。
{"title":"Multi-objective optimization of three-dimensional riblet surfaces for hydrodynamic and acoustic performance.","authors":"Zixiao Wei, Zilan Zhang, Dahyun Daniel Lim, Justin Rey, Matthew Jones, Grace X Gu","doi":"10.1088/1748-3190/ae0227","DOIUrl":"10.1088/1748-3190/ae0227","url":null,"abstract":"<p><p>Riblets inspired by the dermal denticles of shark skin are widely recognized for their drag-reducing performance. Although previous research has predominantly focused on two-dimensional riblet geometries, three-dimensional (3D) topographies remain underexplored due to the complex architecture of denticle-inspired surfaces. Natural riblet arrays, comprising thousands of interconnected dermal denticles, pose challenges in terms of parameterization, simulation, and fabrication. This work addresses these challenges by introducing a 3D, riblet-reinforced surface topography design that reduces drag, suppresses flow-induced noise, and simplifies both parameterization and prototyping, ultimately providing a scalable solution for towed array sonar applications. Leveraging Bayesian optimization, our computational fluid dynamics (CFD) results reveal that the optimal design decreases the overall sound pressure level by 6.87 dB and reduces drag by 0.34%, effectively balancing noise mitigation with hydrodynamic performance. The design that achieves the greatest noise reduction lowers flow noise by 8.81 dB, albeit with a slight increase in drag. The most effective design for drag reduction yields a 5.18% decrease, accompanied by significant noise suppression across key frequency bands. Flow field analysis demonstrates that our design alters the near-wall vorticity dynamics by promoting the formation of vortex rings that detach from the surface, thereby reducing turbulent energy transfer and limiting sound pressure fluctuations relative to a smooth surface design. To this end, the combination of CFD simulations and Bayesian optimization offers an efficient pathway to refine riblets-reinforced surface topographies, paving the way for advanced bioinspired designs that improve acoustic performance and efficiency in underwater applications.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144979694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
A 3D model predicts behavior of a soft bodied worm robot performing peristaltic locomotion. 三维模型预测软体蜗杆机器人蠕动运动的行为。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-10-06 DOI: 10.1088/1748-3190/ae0631
Shane A Riddle, Clayton B Jackson, Kathryn A Daltorio, Roger D Quinn

The passive compliance of a soft worm-like body can be a key advantage for traversal of complex confined spaces, but in practice, the body's stiffness and contact friction often require experimental adjustments. Here, for the first time, we develop a dynamic, 3D simulation that enables systematic testing of robot parameters (e.g. stiffness and friction) in different radius of curvature environments, which will help us better understand design trade-offs in creating soft robots that mimic worm-like locomotion. Specifically, we use the open-source physics engine MuJoCo because it is established for both biomechanical and robotic modeling, as well as multi-point contact dynamics, which are present in confined spaces. The model has sensory capabilities analogous to the stretch and tactile proprioception of an earthworm and is amenable to both feedforward and feedback control. After validating our model by comparing to our previous physical robot, we quantify locomotion performance over a range of friction coefficients, structural stiffnesses, and turning radii. We found that speed increased with friction coefficient on flat ground for higher stiffness models, but decreased with friction coefficient for lower stiffness models, both on flat ground and in pipe bends. For turning radii greater than 0.45 m, speed and stiffness also had a positive correlation, however, below the critical turning radius of 0.45 m, increasing stiffness had no appreciable influence on speed. This simulation can potentially be used to optimize designs for particular environments, to better understand the influence of passive vs. active control on individual and coupled segments, and perhaps offer a deeper understanding of how animals and robots can employ soft structures. For example, we can posit from our results that changing stiffness will not increase speed below the critical turning radius, meaning further experiments should focus on other parameters or actively controlled turning to improve speed through tighter turns.

软蠕虫状体的被动顺应性可以成为穿越复杂密闭空间的关键优势,但在实践中,体的刚度和接触摩擦通常需要实验调整。在这里,我们第一次开发了一个动态的3D模拟,可以在不同曲率半径的环境中系统地测试机器人参数(例如刚度和摩擦),这将有助于我们更好地理解在创建模仿蠕虫运动的软机器人时的设计权衡。具体来说,我们使用了开源物理引擎MuJoCo,因为它是为生物力学和机器人建模以及多点接触动力学而建立的,这些都存在于受限空间中。该模型具有类似于蚯蚓的拉伸和触觉本体感觉的感觉能力,并且可以进行前馈和反馈控制。通过与之前的物理机器人进行比较,验证了我们的模型后,我们量化了摩擦系数、结构刚度和转弯半径范围内的运动性能。我们发现,无论是在平地上还是在弯道上,高刚度模型的速度都随着摩擦系数的增加而增加,而低刚度模型的速度则随着摩擦系数的减少而减少。当临界转弯半径大于0.45 m时,车速与刚度也呈正相关,但当临界转弯半径小于0.45 m时,增加刚度对车速的影响不明显。这种模拟可以潜在地用于优化特定环境的设计,以更好地理解被动控制与主动控制对单个和耦合部分的影响,并可能更深入地了解动物和机器人如何使用软结构。例如,我们可以从我们的结果中假设,在临界转弯半径以下,改变刚度不会增加速度,这意味着进一步的实验应该关注其他参数或主动控制转弯,以通过更紧的转弯来提高速度。
{"title":"A 3D model predicts behavior of a soft bodied worm robot performing peristaltic locomotion.","authors":"Shane A Riddle, Clayton B Jackson, Kathryn A Daltorio, Roger D Quinn","doi":"10.1088/1748-3190/ae0631","DOIUrl":"10.1088/1748-3190/ae0631","url":null,"abstract":"<p><p>The passive compliance of a soft worm-like body can be a key advantage for traversal of complex confined spaces, but in practice, the body's stiffness and contact friction often require experimental adjustments. Here, for the first time, we develop a dynamic, 3D simulation that enables systematic testing of robot parameters (e.g. stiffness and friction) in different radius of curvature environments, which will help us better understand design trade-offs in creating soft robots that mimic worm-like locomotion. Specifically, we use the open-source physics engine MuJoCo because it is established for both biomechanical and robotic modeling, as well as multi-point contact dynamics, which are present in confined spaces. The model has sensory capabilities analogous to the stretch and tactile proprioception of an earthworm and is amenable to both feedforward and feedback control. After validating our model by comparing to our previous physical robot, we quantify locomotion performance over a range of friction coefficients, structural stiffnesses, and turning radii. We found that speed increased with friction coefficient on flat ground for higher stiffness models, but decreased with friction coefficient for lower stiffness models, both on flat ground and in pipe bends. For turning radii greater than 0.45 m, speed and stiffness also had a positive correlation, however, below the critical turning radius of 0.45 m, increasing stiffness had no appreciable influence on speed. This simulation can potentially be used to optimize designs for particular environments, to better understand the influence of passive vs. active control on individual and coupled segments, and perhaps offer a deeper understanding of how animals and robots can employ soft structures. For example, we can posit from our results that changing stiffness will not increase speed below the critical turning radius, meaning further experiments should focus on other parameters or actively controlled turning to improve speed through tighter turns.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2025-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145042187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Bioinspiration & Biomimetics
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