Active printed materials for complex self-evolving deformations
Open accessAbstract
We propose a new design of complex self-evolving structures that vary over time due to environmental interaction. In conventional 3D printing systems, materials are meant to be stable rather than active and fabricated models are designed and printed as static objects. Here, we introduce a novel approach for simulating and fabricating self-evolving structures that transform into a predetermined shape, changing property and function after fabrication. The new locally coordinated bending primitives combine into a single system, allowing for a global deformation which can stretch, fold and bend given environmental stimulus.
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4D printing is advantageous to save space for storage and transportation and enlarges the range of applications to areas in which a dynamical configurational change is required.
“4D printing is particularly advantageous to save space for storage and transportation purposes and enlarges the range of applications to those areas in which a dynamical configurational change is required [190], as in the case of soft robotics.”
From Two-Way and Multiple-Way Shape Memory Polymers for Soft Robotics: An Overview (2020) · cites this paper as [190]
The Abstract describes printed structures that change shape over time in response to environmental stimuli and identifies soft robotics as an application. The Conclusions likewise discuss structures that change geometry for future applications. Neither passage establishes that 4D printing saves storage or transportation space; a search for that advantage found no supporting passage in our copy. (LLM, conf=0.85)
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Cites
A review of shape memory alloy research, applications and opportunities
Jani, J. M., Leary, M., Subic, A., & Gibson, M. A. (2013) · Materials & Design (1980-2015) · doi:10.1016/j.matdes.2013.11.084 · Cited by 4,102 · see citing works
Omnidirectional Printing of Flexible, Stretchable, and Spanning Silver Microelectrodes
Ahn, B. Y., Duoss, E. B., Motala, M. J., Guo, X., Park, S.-I., Xiong, Y., Yoon, J., Nuzzo, R. G., Rogers, J. A., & Lewis, J. A. (2009) · Science · doi:10.1126/science.1168375 · Cited by 1,193 · see citing works
4D Printing: Multi‐Material Shape Change
Tibbits, S. (2014) · Architectural Design · doi:10.1002/ad.1710 · Cited by 1,188 · see citing works
Self-citationActive materials by four-dimension printing
Ge, Q., Qi, H. J., & Dunn, M. L. (2013) · Applied Physics Letters · doi:10.1063/1.4819837 · Cited by 785 · see citing works
Programmable matter by folding
Hawkes, E., An, B., Benbernou, N. M., Tanaka, H., Kim, S., Demaine, E. D., Rus, D., & Wood, R. J. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0914069107 · Cited by 658 · see citing works
Generalized multidimensional scaling: A framework for isometry-invariant partial surface matching
Bronstein, A. M., Bronstein, M. M., & Kimmel, R. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0508601103 · Cited by 555 · see citing works
Cianchetti, M., Ranzani, T., Gerboni, G., Nanayakkara, T., Althoefer, K. A., Prokar Dasgupta, A., & Menciassi, A. (2014) · Soft Robotics · doi:10.1089/soro.2014.0001 · Cited by 545 · see citing works
Three-Dimensional Face Recognition
Bronstein, A. M., Bronstein, M. M., & Kimmel, R. (2005) · International Journal of Computer Vision · doi:10.1007/s11263-005-1085-y · Cited by 425 · see citing works
Kawahara, Y., Hodges, S. E., Cook, B. S., et al. (2013) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/2493432.2493486 · Cited by 335 · see citing works
Möbius voting for surface correspondence
Lipman, Y., & Funkhouser, T. (2009) · ACM Transactions on Graphics · doi:10.1145/1531326.1531378 · Cited by 332 · see citing works
Conductive Electroactive Polymers
Wallace, G. G., Teasdale, P. R., Spinks, G. M., & Kane‐Maguire, L. A. P. (2008) · CRC Press eBooks · doi:10.1201/9781420067156 · Cited by 285 · see citing works
Digital material fabrication using mask‐image‐projection‐based stereolithography
Zhou, C., Chen, Y., Yang, Z., & Khoshnevis, B. (2013) · Rapid Prototyping Journal · doi:10.1108/13552541311312148 · Cited by 268 · see citing works
Design and fabrication of materials with desired deformation behavior
Bickel, B., Bächer, M., Otaduy, M. Á., Lee, H. R., Pfister, H., Groß, M. H., & Matusik, W. (2010) · ACM Transactions on Graphics · doi:10.1145/1778765.1778800 · Cited by 258 · see citing works
Conductive Electroactive Polymers: Intelligent Polymer Systems
Wallace, G. G., Spinks, G. M., Kane‐Maguire, L. A. P., & Teasdale, P. R. (2009) · Research Online (University of Wollongong) · Cited by 244 · see citing works
Photo-origami—Bending and folding polymers with light
Ryu, J., D’Amato, M., Cui, X., Long, K., Qi, H. J., & Dunn, M. L. (2012) · Applied Physics Letters · doi:10.1063/1.3700719 · Cited by 214 · see citing works
Fabricating articulated characters from skinned meshes
Bächer, M., Bickel, B., James, D. L., et al. (2012) · ACM Transactions on Graphics · doi:10.1145/2185520.2185543 · Cited by 132 · see citing works
Additive manufacturing based on optimized mask video projection for improved accuracy and resolution
Zhou, C., & Chen, Y. (2011) · Journal of Manufacturing Processes · doi:10.1016/j.jmapro.2011.10.002 · Cited by 112 · see citing works
Nucleus: Towards a unified dynamics solver for computer graphics
Stam, J. (2009) · IEEE International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics) · doi:10.1109/cadcg.2009.5246818 · Cited by 95 · see citing works
Programmable Assembly With Universally Foldable Strings (Moteins)
Cheung, K., Demaine, E. D., Bachrach, J. R., & Griffith, S. (2011) · IEEE Transactions on Robotics · doi:10.1109/tro.2011.2132951 · Cited by 79 · see citing works
Recent Results in Computational Origami
Demaine, E. D., & Demaine, M. L. (2002) · A K Peters/CRC Press eBooks · doi:10.1201/b15735-3 · Cited by 75 · see citing works
POPAPY: Instant Paper Craft Made Up in a Microwave Oven
Yasu, K., & İnami, M. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-34292-9_29 · Cited by 29 · see citing works
A novel highly articulated robotic surgical system for epicardial ablation
Ota, T., Degani, A., SCHWARTZMAN, D. S., et al. (2008) · doi:10.1109/iembs.2008.4649137 · Cited by 28 · see citing works
Conformal Mapping with as Uniform as Possible Conformal Factor
Aflalo, Y., Kimmel, R., & Zibulevsky, M. (2013) · SIAM Journal on Imaging Sciences · doi:10.1137/110845860 · Cited by 13 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Otsuka K. & Wayman C. W. Shape Memory Materials. (Cambridge university press, 1999).
- Yi S., Song Y. S. & Paik J. Characterization of silicone rubber based soft pneumatic actuators. Paper presented in the International conference on intelligent robots and systems, Tokyo (2013).
Cited by
Sorted by citations
Momeni, F., M.Mehdi Hassani.N, S., Liu, X., & Ni, J. (2017) · Materials & Design · doi:10.1016/j.matdes.2017.02.068 · Cited by 1,165 · see citing works
Multimaterial 4D Printing with Tailorable Shape Memory Polymers
Ge, Q., Sakhaei, A. H., Lee, H., Dunn, C. K., Fang, N. X., & Dunn, M. L. (2016) · Scientific Reports · doi:10.1038/srep31110 · Cited by 1,160 · see citing works
Advances in 4D Printing: Materials and Applications
Kuang, X., Roach, D. J., Wu, J., Hamel, C. M., Ding, Z., Wang, T., Dunn, M. L., & Qi, H. J. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201805290 · Cited by 1,095 · see citing works
3D printing of smart materials: A review on recent progresses in 4D printing
Khoo, Z. X., Teoh, J. E. M., Liu, Y., Chua, C. K., Yang, S., An, J., Leong, K. F., & Yeong, W. Y. (2015) · Virtual and Physical Prototyping · doi:10.1080/17452759.2015.1097054 · Cited by 912 · see citing works
3D Printing of Shape Memory Polymers for Flexible Electronic Devices
Zarek, M., Layani, M., Cooperstein, I., Sachyani, E., Cohn, D., & Magdassi, S. (2016) · Advanced Materials · doi:10.1002/adma.201503132 · Cited by 903 · see citing works
Direct 4D Printing Via Active Composite Materials
Ding, Z., Yuan, C., Peng, X., Wang, T., Qi, H. J., & Dunn, M. L. (2017) · Science Advances · doi:10.1126/sciadv.1602890 · Cited by 692 · see citing works
González-Henríquez, C. M., Sarabia-Vallejos, M. A., & Rodriguez-Hernandez, J. (2019) · Progress in Polymer Science · doi:10.1016/j.progpolymsci.2019.03.001 · Cited by 562 · see citing works
Four-dimensional printing of liquid crystal elastomers
Ambulo, C. P., Burroughs, J. J., Boothby, J. M., Kim, H., Shankar, M. R., & Ware, T. H. (2017) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.7b11851 · Cited by 508 · see citing works
3D Printed Photoresponsive Devices Based on Shape Memory Composites
Yang, H., Leow, W. R., Wang, T., Wang, J., Yu, J., He, K., Qi, D., Wan, C., & Chen, X. (2017) · Advanced Materials · doi:10.1002/adma.201701627 · Cited by 483 · see citing works
4D printing of polymeric materials for tissue and organ regeneration
Miao, S., Castro, N., Nowicki, M., Xia, L., Cui, H., Zhou, X., Zhu, W., Lee, S.-J., Sarkar, K., Vozzi, G., et al. (2017) · Materials Today · doi:10.1016/j.mattod.2017.06.005 · Cited by 408 · see citing works
Morphable 3D mesostructures and microelectronic devices by multistable buckling mechanics
Fu, H., Nan, K., Bai, W., Huang, W., Bai, K., Lu, L., Zhou, C., Liu, Y., Liu, F., Wang, J., et al. (2018) · Nature Materials · doi:10.1038/s41563-017-0011-3 · Cited by 393 · see citing works
Multi-shape active composites by 3D printing of digital shape memory polymers
Wu, J., Yuan, C., Ding, Z., Isakov, M., Mao, Y., Wang, T., Dunn, M. L., & Qi, H. J. (2016) · Scientific Reports · doi:10.1038/srep24224 · Cited by 399 · see citing works
4D Printing Technology: A Review
Choi, J., Kwon, O.-C., Jo, W., Lee, H. J., & Moon, M.-W. (2015) · 3D Printing and Additive Manufacturing · doi:10.1089/3dp.2015.0039 · Cited by 365 · see citing works
3D printed reversible shape changing components with stimuli responsive materials
Mao, Y., Ding, Z., Yuan, C., Ai, S., Isakov, M., Wu, J., Wang, T., Dunn, M. L., & Qi, H. J. (2016) · Scientific Reports · doi:10.1038/srep24761 · Cited by 348 · see citing works
3D printed reversible shape changing soft actuators assisted by liquid crystal elastomers
Yuan, C., Roach, D. J., Dunn, C. K., Mu, Q., Kuang, X., Yakacki, C. M., Wang, T. J., Yu, K., & Qi, H. J. (2017) · Soft Matter · doi:10.1039/c7sm00759k · Cited by 300 · see citing works
4D Printing: History and Recent Progress
Wu, J.-J., Huang, L.-M., Zhao, Q., & Xie, T. (2018) · Chinese Journal of Polymer Science · doi:10.1007/s10118-018-2089-8 · Cited by 219 · see citing works
Two-Way and Multiple-Way Shape Memory Polymers for Soft Robotics: An Overview
Scalet, G. (2020) · Actuators · doi:10.3390/act9010010 · Cited by 209 · see citing works
Review of 4D printing materials and their properties
Shin, D.-G., Kim, T.-H., & Kim, D.-E. (2017) · International Journal of Precision Engineering and Manufacturing-Green Technology · doi:10.1007/s40684-017-0040-z · Cited by 183 · see citing works
Additive manufacturing for aerospace flight applications
Shapiro, A. A., Borgonia, J. P., Chen, Q. N., Dillon, R. P., McEnerney, B., Polit-Casillas, R., & Soloway, L. (2016) · Journal of Spacecraft and Rockets · doi:10.2514/1.a33544 · Cited by 178 · see citing works
Technological considerations for 4D printing: An overview
Pei, E., & Loh, G. H. (2018) · Progress in Additive Manufacturing · doi:10.1007/s40964-018-0047-1 · Cited by 171 · see citing works
Hu, G. F., Damanpack, A. R., Bodaghi, M., & Liao, W. H. (2017) · Smart Materials and Structures · doi:10.1088/1361-665x/aa95ec · Cited by 119 · see citing works
Hierarchical chemomechanical encoding of multi-responsive hydrogel actuators <i>via</i> 3D printing
Odent, J., Vanderstappen, S., Toncheva, A., Pichon, E., Wallin, T. J., Wang, K., Shepherd, R. F., Dubois, P., & Raquez, J.-M. (2019) · Journal of Materials Chemistry A · doi:10.1039/c9ta03547h · Cited by 115 · see citing works
- Authors
- Raviv, D., Zhao, W., McKnelly, C., Papadopoulou, A., Kadambi, A., Shi, B., Hirsch, S., Dikovsky, D., Zyracki, M., Olguin, C., Raskar, R., & Tibbits, S.
- Affiliations
- MIT Media Lab (US)
- Autodesk (United States) (US)
- Massachusetts Institute of Technology (US)
- Singapore University of Technology and Design (SG)
- Stratasys (Israel) (IL)
- Corresponding author
- Raviv, Dan
- Venue
- Scientific Reports
- Published
- 2014-12-18
- Volume
- 4
- Issue
- 1
- Pages
- 7422-7422
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC4270353
- OpenAlex
- W2094868720
- Cited by
- 568
- References
- 23
- Citations by year
- 2026: 27 · 2025: 42 · 2024: 44 · 2023: 51 · 2022: 64 · 2021: 65 · 2020: 74 · 2019: 63 · 2018: 50 · 2017: 44 · 2016: 30 · 2015: 14
- FWCI
- 34.15
- Type
- journal article
- Language
- en
- Update notices
- correction (2018-10-22)
- Open access
- gold
- doi.org
- Licence
- Locations
- Scientific Reports (publishedVersion, cc-by-nc-nd)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc-nd)
- Topics
- Physical Sciences › Engineering › Mechanical Engineering › Advanced Materials and Mechanics
- Physical Sciences › Engineering › Automotive Engineering › Additive Manufacturing and 3D Printing Technologies
- Physical Sciences › Engineering › Biomedical Engineering › Soft Robotics and Applications
- Keywords
- shape-changing materials, 3D printing, environmental stimuli, folding, stretching, bending, shape transformation, material property variation
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