Evidence map›Paper›PMID 29078336›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2017

Growth patterns for shape-shifting elastic bilayers.

Wim M van Rees, Etienne Vouga, L Mahadevan

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

35 citing papers in PubMed.

  1. Article
  2. Rotational 3D printing of active-passive filaments and lattices with programmable shape morphing.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. GELATO: multi-material topology optimization of programmable gel-elastomer structures.Structural and multidisciplinary optimization : journal of the International Society for Structural and Multidisciplinary Optimization · 2026
    Article
  4. Active twisting for adaptive droplet collection.Nature computational science · 2025
    Article
  5. Geometric modeling of knitted fabrics.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
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  12. Article
  13. Controlling the shape and topology of two-component colloidal membranes.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  14. Article
  15. Interfacial metric mechanics: stitching patterns of shape change in active sheets.Proceedings. Mathematical, physical, and engineering sciences · 2022
    Article
  16. Article
  17. Article
  18. Article
  19. Totimorphic assemblies from neutrally stable units.Proceedings of the National Academy of Sciences of the United States of America · 2021
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Wim M van ReesJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.
Etienne VougaInstitute for Computational Engineering and Sciences, University of Texas at Austin, Austin, TX 78712.
L MahadevanJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138; lmahadev@g.harvard.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Inspired by the differential-growth-driven morphogenesis of leaves, flowers, and other tissues, there is increasing interest in artificial analogs of these shape-shifting thin sheets made of active materials that respond to environmental stimuli such as heat, light, and humidity. But how can we determine the growth patterns to achieve a given shape from another shape? We solve this geometric inverse problem of determining the growth factors and directions (the metric tensors) for a given isotropic elastic bilayer to grow into a target shape by posing and solving an elastic energy minimization problem. A mathematical equivalence between bilayers and curved monolayers simplifies the inverse problem considerably by providing algebraic expressions for the growth metric tensors in terms of those of the final shape. This approach also allows us to prove that we can grow any target surface from any reference surface using orthotropically growing bilayers. We demonstrate this by numerically simulating the growth of a flat sheet into a face, a cylindrical sheet into a flower, and a flat sheet into a complex canyon-like structure.

Indexed as

Models, BiologicalAnimalsBiomechanical PhenomenaComputer SimulationElasticityGeological PhenomenaPlant Leaves4D printingformgrowthinverse physical geometrymorphogenesis

Identifiers

PMID29078336
PMCPMC5676909

What OpenQuestion holds

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Registered trials

None linked

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.