ArticleFrontiers in robotics and AI2020
A General 3D Model for Growth Dynamics of Sensory-Growth Systems: From Plants to Robotics.
Article in Frontiers in robotics and AI, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 23 citations in OpenAlex.
- Nonlinear distributed sensing of light patterns leads to perceptual distortions in plants.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- On the mechanical origins of waving, coiling and skewing inProceedings of the National Academy of Sciences of the United States of America · 2024Article
- A quantitative model for spatio-temporal dynamics of root gravitropism.Journal of experimental botany · 2024Article
- A mechano-sensing mechanism for waving in plant roots.Scientific reports · 2022Article
- Can Plants Move Like Animals? A Three-Dimensional Stereovision Analysis of Movement in Plants.Animals : an open access journal from MDPI · 2021Article
- Nutations in Plant Shoots: Endogenous and Exogenous Factors in the Presence of Mechanical Deformations.Frontiers in plant science · 2021Article
- Multiscale integration of environmental stimuli in plant tropism produces complex behaviors.Proceedings of the National Academy of Sciences of the United States of America · 2020Article
- Biological network growth in complex environments: A computational framework.PLoS computational biology · 2020Article
- By hook or by crook: how and why do compound leaves stay curved during development?Journal of experimental botany · 2020Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In recent years, there has been a rise in interest in the development of self-growing robotics inspired by the moving-by-growing paradigm of plants. In particular, climbing plants capitalize on their slender structures to successfully negotiate unstructured environments while employing a combination of two classes of growth-driven movements: tropic responses, growing toward or away from an external stimulus, and inherent nastic movements, such as periodic circumnutations, which promote exploration. In order to emulate these complex growth dynamics in a 3D environment, a general and rigorous mathematical framework is required. Here, we develop a general 3D model for rod-like organs adopting the Frenet-Serret frame, providing a useful framework from the standpoint of robotics control. Differential growth drives the dynamics of the organ, governed by both internal and external cues while neglecting elastic responses. We describe the numerical method required to implement this model and perform numerical simulations of a number of key scenarios, showcasing the applicability of our model. In the case of responses to external stimuli, we consider a distant stimulus (such as sunlight and gravity), a point stimulus (a point light source), and a line stimulus that emulates twining of a climbing plant around a support. We also simulate circumnutations, the response to an internal oscillatory cue, associated with search processes. Lastly, we also demonstrate the superposition of the response to an external stimulus and circumnutations. In addition, we consider a simple example illustrating the possible use of an optimal control approach in order to recover tropic dynamics in a way that may be relevant for robotics use. In all, the model presented here is general and robust, paving the way for a deeper understanding of plant response dynamics and also for novel control systems for newly developed self-growing robots.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.