The revolution of additive manufacturing (AM) has led to many opportunities in fabricating complex and novel products. The increase of printable materials and the emergence of novel fabrication processes continuously expand the possibility of engineering systems in which product components are no longer limited to be single material, single scale, or single function. In fact, a paradigm shift is taking place in industry from geometry-centered usage to supporting functional demands. Consequently, engineers are expected to resolve a wide range of complex and difficult problems related to functional design. Although a higher degree of design freedom beyond geometry has been enabled by AM, there are only very few computational design approaches in this new AM-enabled domain to design objects with tailored properties and functions. The objectives of this review paper are to provide an overview of recent additive manufacturing developments and current computer-aided design methodologies that can be applied to multimaterial, multiscale, multiform, and multifunctional AM technologies. The difficulties encountered in the computational design approaches are summarized and the future development needs are emphasized. In the paper, some present applications and future trends related to additive manufacturing technologies are also discussed.
Issue Section:
Research Papers
References
1.
Altair
, 2017, “OptiStruct,” Troy, MI, accessed Nov. 20, 2018, https://altairhyperworks.com/product/OptiStruct2.
Hu
, Z.
, Thiyagarajan
, K.
, Bhusal
, A.
, Letcher
, T.
, Fan
, Q.
, Liu
, Q.
, and Salem
, D.
, 2017
, “Design of Ultra-Lightweight and High-Strength Cellular Structural Composites Inspired by Biomimetics
,” Compos. Part B: Eng.
, 121
, pp. 108
–121
.3.
Compton
, B.
, and Lewis
, J.
, 2014
, “3D-Printing of Lightweight Cellular Composites
,” Adv. Mater.
, 26
(34
), pp. 5930
–5935
.4.
Gu
, G. X.
, Takaffoli
, M.
, Hsieh
, A.
, and Buehler
, M.
, 2017
, “Hierarchically Enhanced Impact Resistance of Bioinspired Composites
,” Adv. Mater.
, 29
(28
), p. 1700060
.5.
Yang
, Y.
, Chen
, Z.
, Song
, X.
, Zhang
, Z.
, Zhang
, J.
, Shung
, K. K.
, Zhou
, Q.
, and Chen
, Y.
, 2017
, “Biomimetic Anisotropic Reinforcement Architectures by Electrically Assisted Nanocomposite 3D Printing
,” Adv. Mater.
, 29
(11
), p. 1605750
.6.
Wang
, K.
, Wu
, C.
, Qian
, Z.
, Zanga
, C.
, and Wanga
, B.
, 2016
, “Dual-Material 3D Printed Metamaterials With Tunable Mechanical Properties for Patient-Specific Tissue-Mimicking Phantoms
,” Addit. Manuf.
, 12
, pp. 31
–37
.7.
Saxena
, K. K.
, Calius
, E. P.
, and Das
, R.
, 2016
, “Tailoring Cellular Auxetics for Wearable Applications With Multimaterial 3D Printing
,” ASME
Paper No. IMECE2016-67556.8.
El-Sherbiny
, I. M.
, and Yacoub
, M. H.
, 2013
, “Hydrogel Scaffolds for Tissue Engineering: Progress and Challenges
,” Global Cardiol. Sci. Pract.
, 3
, pp. 316
–342
.9.
Yang
, Y.
, Li
, X.
, Zheng
, X.
, Chen
, Z.
, Zhou
, Q.
, and Chen
, Y.
, 2018
, “3D-Printed Biomimetic Super-Hydrophobic Structure for Microdroplet Manipulation and Oil/Water Separation
,” Adv. Mater.
, 30
(9
), p. 1704912
.10.
Vaezi
, M.
, Seitz
, H.
, and Yang
, S.
, 2013
, “A Review on 3D Micro-Additive Manufacturing Technologies
,” Int. J. Adv. Manuf. Technol.
, 67
(5–8
), pp. 1721
–1754
.11.
Frazier
, W. E.
, 2014
, “Metal Additive Manufacturing: A Review
,” J. Mater. Eng. Perform.
, 23
(6
), pp. 1917
–1928
.12.
Huang
, S.
, Liu
, P.
, Mokasdar
, A.
, and Hou
, L.
, 2013
, “Additive Manufacturing and Its Societal Impact: A Literature Review
,” Int. J. Adv. Manuf. Technol.
, 67
(5–8
), pp. 1191
–1203
.13.
Gao
, W.
, Zhang
, Y.
, Ramanujan
, D.
, Ramani
, K.
, Chen
, Y.
, Williams
, C. B.
, Wang
, C. C. L.
, Shin
, Y. C.
, Zhang
, S.
, and Zavattieri
, P. D.
, 2015
, “The Status, Challenges, and Future of Additive Manufacturing in Engineering
,” Comput. Aided Des.
, 69
, pp. 65
–89
.14.
Guo
, N.
, and Leu
, M.
, 2013
, “Additive Manufacturing: Technology, Applications and Research Needs
,” Front. Mech. Eng.
, 8
(3
), pp. 215
–243
.15.
Kong
, Y. L.
, Tamargo
, I. A.
, Kim
, H.
, Johnson
, B. N.
, Gupta
, M. K.
, Koh
, T.-W.
, Chin
, H.-A.
, Steingart
, D. A.
, Rand
, B. P.
, and McAlpine
, M. C.
, 2014
, “3D Printed Quantum Dot Light-Emitting Diodes
,” Nano Lett.
, 14
(12
), pp. 7017
–7023
.16.
Espalin
, D.
, Ramirez
, J. A.
, Medina
, F.
, and Wicker
, R.
, 2014
, “Multi-Material, Multi-Technology FDM: Exploring Build Process Variations
,” Rapid Prototyping J.
, 20
(3
), pp. 236
–244
.17.
Oxman
, N.
, Tsai
, E.
, and Firstenberg
, M.
, 2012
, “Digital Anisotropy: A Variable Elasticity Rapid Prototyping Platform
,” Virtual Phys. Prototyping
, 7
(4
), pp. 261
–274
.18.
Sitthi-Amorn
, P.
, Ramos
, J. E.
, Wangy
, Y.
, Kwan
, J.
, Lan
, J.
, Wang
, W.
, and Matusik
, W.
, 2015
, “MultiFab: A Machine Vision Assisted Platform for Multi-Material 3D Printing
,” ACM Trans. Graph.
, 34
(4
), p. 129
.http://cfg.mit.edu/content/multifab-machine-vision-assisted-platform-multi-material-3d-printing19.
Yang
, H.
, Lim
, J.
, Liu
, Y.
, Qi
, X.
, Yap
, Y.
, Dikshit
, V.
, Yeong
,W. Y.
, and Wei
, J.
, 2017
, “Performance Evaluation of ProJet Multi-Material Jetting 3D Printer
,” Virtual Phys. Prototyping
, 12
(1
), pp. 95
–103
.20.
Willis
, K.
, Brockmeyer
, E.
, Hudson
, S.
, and Poupyrev
, I.
, 2012
, “Printed Optics: 3D Printing of Embedded Optical Elements for Interactive Devices
,” 25th Annual ACM Symposium on User Interface Software and Technology
, Cambridge, MA, Oct. 7, pp. 589
–598
.21.
Li
, X.
, and Chen
, Y.
, 2017
, “Micro-Scale Feature Fabrication Using Immersed Surface Accumulation
,” J. Manuf. Process.
, 28
(3
), pp. 531
–540
.22.
Wang
, Q.
, Jackson
, J.
, Ge
, Q.
, Hopkins
, J.
, Spadaccini
, C.
, and Fang
, N.
, 2016
, “Lightweight Mechanical Metamaterials With Tunable Negative Thermal Expansion
,” Phys. Rev. Lett.
, 117
(17
), p. 175901
.23.
Ge
, Q.
, Sakhaei
, A.
, Lee
, H.
, Dunn
, C.
, Fang
, N.
, and Dunn
, M.
, 2016
, “Multimaterial 4D Printing With Tailorable Shape Memory Polymers
,” Sci. Rep.
, 6
, p. 31110
.24.
Choi
, J.-W.
, Kim
, H.-C.
, and Wicker
, R.
, 2011
, “Multi-Material Stereolithography
,” J. Mater. Process. Technol.
, 211
(3
), pp. 318
–328
.25.
Zhou
, C.
, Chen
, Y.
, Yang
, Z.
, and Khoshnevis
, B.
, 2011
, “Development of a Multi-Material Mask-Image-Projection-Based Stereolithography for the Fabrication of Digital Materials
,” 22nd International Symposium on Solid Freeform Fabrication
, Austin, TX, Aug. 8, pp. 65
–80
.http://sffsymposium.engr.utexas.edu/Manuscripts/2011/2011-06-Zhou.pdf26.
Melnikova
, R.
, Ehrmann
, A.
, and Finsterbusch
, K.
, 2014
, “3D Printing of Textile-Based Structures by Fused Deposition Modelling (FDM) With Different Polymer Materials
,” IOP Conf. Ser. Mater. Sci. Eng.
, 62
(1
), p. 012018
.27.
Jafari
, M.
, Han
, W.
, Mohammadi
, F.
, Safari
, A.
, Danforth
, S.
, and Langrana
, N.
, 2000
, “A Novel System for Fused Deposition of Advanced Multiple Ceramics
,” Rapid Prototyping J.
, 6
(3
), pp. 161
–175
.28.
Salea
, A.
, Prathumwan
, R.
, Junpha
, J.
, and Subannajui
, K.
, 2017
, “Metal Oxide Semiconductor 3D Printing: Preparation of Copper (ii) Oxide by Fused Deposition Modelling for Multi-Functional Semiconducting Applications
,” J. Mater. Chem. C
, 5
(19
), pp. 4614
–4620
.29.
Liu
, W.
, Zhang
, Y. S.
, Heinrich
, M. A.
, Ferrari
, F. D.
, Jang
, H. L.
, Bakht
, S. M.
, Alvarez
, M. M.
, Yang
, J.
, Li
, Y.-C.
, Santiago
, G. T.-D.
, Miri
, A. K.
, Zhu
, K.
, Khoshakhlagh
, P.
, Prakash
, G.
, Cheng
, H.
, Guan
, X.
, Zhong
, Z.
, Ju
, J.
, Zhu
, G. H.
, Jin
, X.
, and Shin
, S. R.
, 2016
, “Rapid Continuous Multimaterial Extrusion Bioprinting
,” Adv. Mater.
, 29
(3
), p. 1604630
.30.
Vaezi
, M.
, Chianrabutra
, S.
, Mellor
, B.
, and Yang
, S.
, 2013
, “Multiple Material Additive Manufacturing—Part 1: A Review
,” Virtual Phys. Prototyping
, 8
(1
), pp. 19
–50
.31.
Liu
, K.
, and Lei
, J.
, 2011
, “Multifunctional Integration: From Biological to Bio-Inspired Materials
,” ACS Nano
, 5
(9
), pp. 6786
–6790
.32.
Choi
, J.
, Yamashita
, M.
, Sakakibara
, J.
, Kaji
, Y.
, Oshika
, T.
, and Wicker
, R.
, 2010
, “Combined Micro and Macro Additive Manufacturing of a Swirling Flow Coaxial Phacoemulsifier Sleeve With Internal Micro-Vanes
,” Biomed Microdev.
, 12
(5
), pp. 875
–886
.33.
Li
, X.
, Baldacchin
, T.
, Song
, X.
, and Chen
, Y.
, 2016
, “Multi-Scale Additive Manufacturing: An Investigation on Building Objects With Macro-, Micro- and Nano-Scales Features
,” 11th International Conference on Micro Manufacturing
, Irvine, CA, Mar. 29–31, p. 96
.34.
Li
, X.
, Yang
, Y.
, and Chen
, Y.
, 2017
, “Bio-Inspired Micro-Scale Texture Fabrication Based on Immersed Surface Accumulation Process
,” World Congress on Micro and Nano Manufacturing Conference
, Kaohsiung, Taiwan, Mar. 27–30, pp. 33
–36
.https://www.researchgate.net/publication/317344375_Bio-inspired_Micro-scale_Texture_Fabrication_based_on_Immersed_Surface_Accumulation_Process_2017_p_00835.
Chen
, Y.
, Mao
, H.
, and Li
, X.
, 2016
, “Mask Video Projection Based Stereolithography With Continuous Resin Flow
,” University of Southern California, Los Angeles, CA, Patent No. US20160368210A1
.https://patents.google.com/patent/US2016036821036.
Pan
, Y.
, Zhao
, X.
, Zhou
, C.
, and Chen
, Y.
, 2012
, “Smooth Surface Fabrication in Mask Projection Based Stereolithography
,” J. Manuf. Processes
, 14
(4
), pp. 460
–470
.37.
Emami
, M.
, Barazandeh
, F.
, and Yaghmai
, F.
, 2014
, “Scanning-Projection Based Stereolithography: Method and Structure
,” Sens. Actuators A: Phys.
, 218
(1
), pp. 116
–124
.38.
Ha
, Y.-M.
, Park
, I.-B.
, Kim
, H.-C.
, and Le
, S.-H.
, 2010
, “Three-Dimensional Microstructure Using Partitioned Cross-Sections in Projection Microstereolithography
,” Int. J. Precis. Eng. Manuf.
, 11
(2
), pp. 335
–340
.39.
Lee
, M.
, Cooper
, G.
, Hinkley
, T.
, Gibson
, G.
, Padgett
, M.
, and Cronin
, L.
, 2015
, “Development of a 3D Printer Using Scanning Projection Stereolithography
,” Sci. Rep.
, 5
, p. 9875
.40.
Pan
, Y.
, and Dagli
, C.
, 2016
, “Dynamic Resolution Control in a Laser Projection Based Stereolithography System
,” Rapid Prototyping J.
, 23
(1
), pp. 190
–200
.41.
Li
, Y.
, Mao
, H.
, Liu
, H.
, Yao
, Y.
, Wang
, Y.
, Song
, B.
, Chen
, Y.
, and Wu
, W.
, 2015
, “Stereolithography With Variable Resolutions Using Optical Filter With High-Contrast Gratings
,” J. Vac. Sci. Technol. B
, 33
(6
), p. 06F604
.42.
Mao
, H.
, Leung
, Y.-S.
, Li
, Y.
, Hu
, P.
, Wu
, W.
, and Chen
, Y.
, 2017
, “Multiscale Stereolithography Using Shaped Beams
,” ASME J. Micro- Nano-Manuf.
, 5
(4
), p. 040905
.43.
Wu
, W.
, DeConinck
, A.
, and Lewis
, J.
, 2011
, “Omnidirectional Printing of 3D Microvascular Networks
,” Adv. Mater.
, 23
(24
), pp. H178
–H183
.44.
Qin
, Z.
, Compton
, B.
, Lewis
, J.
, and Buehler
, M.
, 2015
, “Structural Optimization of 3D-Printed Synthetic Spider Webs for High Strength
,” Nat. Commun.
, 6
, p. 7038
.45.
Thiele
, S.
, Arzenbacher
, K.
, Gissibl
, T.
, Giessen
, H.
, and Herkommer
, A.
, 2017
, “3D-Printed Eagle Eye: Compound Microlens System for Foveated Imaging
,” Sci. Adv.
, 3
(2
), p. e1602655
.46.
Gissibl
, T.
, Thiele
, S.
, Herkommer
, A.
, and Giessen
, H.
, 2016
, “Two-Photon Direct Laser Writing of Ultracompact Multi-Lens Objectives
,” Nat. Photonics
, 10
(8
), pp. 554
–560
.47.
Kolesky
, D.
, Truby
, R.
, Gladman
, A.
, Busbee
, T.
, Homan
, K.
, and Lewis
, J.
, 2014
, “3D Bioprinting of Vascularized, Heterogeneous Cell‐Laden Tissue Constructs
,” Adv. Mater.
, 26
(19
), pp. 3124
–3130
.48.
Au
, A.
, Huynh
, W.
, Horowitz
, L.
, and Folch
, A.
, 2016
, “3D‐Printed Microfluidics
,” Angew. Chem. Int. Ed.
, 55
(12
), pp. 3862
–3881
.49.
O'Bryan
, C.
, Bhattacharjee
, T.
, Hart
, S.
, Kabb
, C.
, Schulze
, K.
, Chilakala
, I.
, Sumerlin
, B.
, Sawyer
, W.
, and Angelini
, T.
, 2017
, “Self-Assembled Micro-Organogels for 3D Printing Silicone Structures
,” Sci. Adv.
, 3
(5
), p. e1602800
.50.
Hinton
, T.
, Jallerat
, Q.
, Palchesko
, R. N.
, Park
, J.
, Grodzicki
, M.
, Shue
, H.-J.
, Ramadan
, M.
, Hudson
, A.
, and Feinberg
, A.
, 2015
, “Three-Dimensional Printing of Complex Biological Structures by Freeform Reversible Embedding of Suspended Hydrogels
,” Sci. Adv.
, 1
(9
), p. e1500758
.51.
Bhattacharjee
, T.
, Zehnder
, S.
, Rowe
, K.
, Jain
, S.
, Nixon
, R.
, Sawyer
, W.
, and Angelini
, T.
, 2018
, “Writing in the Granular Gel Medium
,” Sci. Adv.
, 1
(8
), p. e1500655
.52.
Lee
, V.
, Lanzi
, A.
, Ngo
, H.
, Yoo
, S.-S.
, Vincent
, P.
, and Dai
, G.
, 2014
, “Generation of Multi-Scale Vascular Network System Within 3D Hydrogel Using 3D Bio-Printing Technology
,” Cellular Mol. Bioengineering
, 7
(3
), pp. 460
–472
.53.
Yang
, Y.
, Song
, X.
, Li
, X.
, Chen
, Z.
, Zhou
, C.
, Zhou
, Q.
, and Chen
, Y.
, 2018
, “Recent Progress in Biomimetic Additive Manufacturing Technology: From Materials to Functional Structures
,” Adv. Mater.
, 30
(36
), p. 1706539
.54.
Wen
, L.
, Weaver
, J.
, and Lauder
, G.
, 2017
, “Biomimetic Shark Skin: Design, Fabrication and Hydrodynamic Function
,” J. Exp. Biol.
, 217
(10
), pp. 1656
–1666
.55.
Bai
, L.
, Xie
, Z.
, Wang
, W.
, Yuan
, C.
, Zhao
, Y.
, Mu
, Z.
, Zhong
, Q.
, and Gu
, Z.
, 2014
, “Bio-Inspired Vapor-Responsive Colloidal Photonic Crystal Patterns by Inkjet Printing
,” ACS Nano
, 8
(11
), pp. 11094
–11100
.56.
Tibbits
, S.
, 2014
, “4D Printing: Multi‐Material Shape Change
,” Archit. Des.
, 84
(1
), pp. 116
–121
.57.
Tibbits
, S.
, McKnelly
, C.
, Olguin
, C.
, Dikovsky
, D.
, and Hirsch
, S.
, 2014
, “4D Printing and Universal Transformation
,” 34th Annual Conference of the Association for Computer Aided Design in Architecture
, Los Angeles, CA, Oct. 23–25, pp. 539
–548
.http://papers.cumincad.org/data/works/att/acadia14_539.content.pdf58.
Ge
, Q.
, Qi
, H.
, and Dunn
, M.
, 2013
, “Active Materials by Four-Dimension Printing
,” Appl. Phys. Lett.
, 103
(13
), p. 131901
.59.
Deng
, D.
, and Chen
, Y.
, 2015
, “Origami-Based Self-Folding Structure Design and Fabrication Using Projection Based Stereolithography
,” ASME J. Mech. Des.
, 137
(2
), p. 021701
.60.
Deng
, D.
, Kwok
, T.-H.
, and Chen
, Y.
, 2017
, “Four-Dimensional Printing: Design and Fabrication of Smooth Curved Surface Using Controlled Self-Folding
,” ASME J. Mech. Des.
, 139
(8
), p. 081702
.61.
Kwok
, T.-H.
, Wang
, C. C. L.
, Deng
, D.
, Zhang
, Y.
, and Chen
, Y.
, 2015
, “Four-Dimensional Printing for Freeform Surfaces: Design Optimization of Origami and Kirigami Structures
,” ASME J. Mech. Des.
, 137
(11
), p. 111413
.62.
Momeni
, F.
, Hassani
, S.
, Liu
, N. X.
, and Ni
, J.
, 2017
, “A Review of 4D Printing
,” Mater. Des.
, 122
, pp. 42
–79
.63.
Ding
, Z.
, Yuan
, C.
, Peng
, X.
, Wang
, T.
, Qi
, H.
, and Dunn
, M.
, 2017
, “Direct 4D Printing Via Active Composite Materials
,” Sci. Adv.
, 3
(4
), p. e1602890
.64.
Khoo
, Z. X.
,Teoh
, J. E. M.
, Liu
, Y.
, Chua
, C. K.
, Yang
, S.
, An
, J.
, Leong
, K. F.
, and Yeong
, W. Y.
, 2015
, “3D Printing of Smart Materials: A Review on Recent Progresses in 4D Printing
,” Virtual Phys. Prototyping
, 10
(3
), pp. 103
–122
.65.
Chae
, M.
, Hunter-Smith
, D.
, De-Silva
, I.
, Tham
, S.
, Spychal
, R.
, and Rozen
, W.
, 2015
, “Four-Dimensional (4D) Printing: A New Evolution in Computed Tomography-Guided Stereolithographic Modeling. Principles and Application
,” J. Reconstr. Microsurg.
, 31
(6
), pp. 458
–463
.66.
Ge
, Q.
, Dunn
, C.
, Qi
, H.
, and Dunn
, M.
, 2014
, “Active Origami by 4D Printing
,” Smart Mater. Struct.
, 23
(9
), p. 094007
.67.
Sidorenko
, A.
, Krupenkin
, T.
, Taylor
, A.
, Fratzl
, P.
, and Aizenberg
, J.
, 2007
, “Reversible Switching of Hydrogel-Actuated Nanostructures Into Complex Micropatterns
,” Science
, 315
(5811
), pp. 487
–490
.68.
Deng
, D.
, Yang
, Y.
, Chen
, Y.
, Lan
, X.
, and Tice
, J.
, 2017
, “Accurately Controlled Sequential Self-Folding Structures by Polystyrene Film
,” Smart Mater. Struct.
, 26
(8
), p. 085040
.https://orcid.org/0000-0001-9920-250769.
Yang
, H.
, Leow
, W.
, Wang
, T.
, Wang
, J.
, Yu
, J.
, He
, K.
, Qi
, D.
, Wan
, C.
, and Chen
, X.
, 2017
, “3D Printed Photoresponsive Devices Based on Shape Memory Composites
,” Adv. Mater.
, 29
(33
), p. 1701627
.70.
Liu
, Y.
, Shaw
, B.
, Dickey
, M.
, and Genzer
, J.
, 2017
, “Sequential Self-Folding of Polymer Sheets
,” Sci. Adv.
, 3
(3
), p. e1601417
.71.
Armon
, S.
, Efrati
, E.
, Kupferman
, R.
, and Sharon
, E.
, 2011
, “Geometry and Mechanics in the Opening of Chiral Seed Pods
,” Science
, 333
(6050
), pp. 1726
–1730
.72.
Correa
, D.
, Papadopoulou
, A.
, Guberan
, C.
, Jhaveri
, N.
, Reichert
, S.
, Menges
, A.
, and Tibbits
, S.
, 2015
, “3D-Printed Wood: Programming Hygroscopic Material Transformations
,” 3D Printing Addit. Manuf.
, 2
(3
), pp. 106
–116
.73.
Bargardi
, F. L.
, Ferrand
, H. L.
, Libanori
, R.
, and Studart
, A.
, 2016
, “Bio-Inspired Self-Shaping Ceramics
,” Nat. Commun.
, 7
, p. 13912
.74.
Erb
, R. M.
, Sander
, J. S.
, Grisch
, R.
, and Studart
, A.
, 2013
, “Self-Shaping Composites With Programmable Bioinspired Microstructures
,” Nat. Commun.
, 4
, p. 1712
.75.
Kokkinis
, D.
, Schaffner
, M.
, and Studart
, A.
, 2015
, “Multimaterial Magnetically Assisted 3D Printing of Composite Materials
,” Nat. Commun.
, 6
, p. 8643
.76.
Huang
, L.
, Jiang
, R.
, Wu
, J.
, Song
, J.
, Bai
, H.
, Li
, B.
, Zhao
, Q.
, and Xie
, T.
, 2017
, “Ultrafast Digital Printing Toward 4D Shape Changing Materials
,” Adv. Mater.
, 29
(7
), p. 1605390
.77.
Gladman
, A.
, Matsumoto
, E.
, Nuzzo
, R.
, Mahadevan
, L.
, and Lewis
, J.
, 2016
, “Biomimetic 4D Printing
,” Nat. Mater.
, 15
(4
), pp. 413
–418
.78.
Zhang
, Q.
, Yan
, D.
, Zhang
, K.
, and Hu
, G.
, 2015
, “Pattern Transformation of Heat-Shrinkable Polymer by Three-Dimensional (3D) Printing Technique
,” Sci. Rep.
, 5
, p. 8936
.79.
Muth
, J. T.
, Vogt
, D. M.
, Truby
, R. L.
, Mengüç
, Y.
, and Kolesky
, D. B.
, 2014
, “Embedded 3D Printing of Strain Sensors Within Highly Stretchable Elastomers
,” Adv. Mater.
, 26
(36
), pp. 6307
–6312
.80.
Chizari
, K.
, Daoud
, M.
, Ravindran
, A.
, and Therriault
, D.
, 2016
, “3D Printing of Highly Conductive Nanocomposites for the Functional Optimization of Liquid Sensors
,” Small
, 12
(44
), pp. 6076
–6082
.81.
Frutiger
, A.
, Muth
, J.
, Vogt
, D.
, Menguc
, Y.
, Campo
, A.
, Valentine
, A.
, Walsh
, C.
, and Lewis
, J.
, 2015
, “Capacitive Soft Strain Sensors Via Multicore–Shell Fiber Printing
,” Adv. Mater.
, 27
(15
), pp. 2440
–2446
.82.
Kim
, K.
, Park
, J.
, Suh
, J.-H.
, Kim
, M.
, Jeong
, Y.
, and Park
, I.
, 2017
, “3D Printing of Multiaxial Force Sensors Using Carbon Nanotube (CNT)/Thermoplastic Polyurethane (TPU) Filaments
,” Sens. Actuators A: Phys.
, 263
, pp. 493
–500
.83.
Lei
, Z.
, Wang
, Q.
, and Wu
, P.
, 2017
, “A Multifunctional Skin-Like Sensor Based on a 3D Printed Thermo-Responsive Hydrogel
,” Mater. Horiz.
, 4
, pp. 694
–700
.84.
Yang
, Y.
, Chen
, Z.
, Song
, X.
, Zhu
, B.
, Hsiai
, T.
, Wu
, P.-I.
, Xiong
, R.
, Shi
, J.
, and Chen
, Y.
, 2016
, “Three Dimensional Printing of High Dielectric Capacitor Using Projection Based Stereolithography Method
,” Nano Energy
, 22
, pp. 414
–421
.85.
Chen
, Z.
, Song
, X.
, Lei
, L.
, Chen
, X.
, Fei
, C.
, Chiu
, C.
, Qian
, X.
, Ma
, T.
, Yang
, Y.
, and Shung
, K.
, 2016
, “3D Printing of Piezoelectric Element for Energy Focusing and Ultrasonic Sensing
,” Nano Energy
, 27
, pp. 78
–86
.86.
Lv
, J.
, Gong
, Z.
, He
, Z.
, Yang
, J.
, Chen
, Y.
, Tang
, C.
, Liu
, Y.
, Fan
, M.
, and Lau
, W.-M.
, 2017
, “3D Printing of a Mechanically Durable Superhydrophobic Porous Membrane for Oil–Water Separation
,” J. Mater. Chem. A
, 5
(24
), pp. 12435
–12444
.87.
Guo
, S.-Z.
, Qiu
, K.
, Meng
, F.
, Park
, S.
, and McApine
, M.
, 2017
, “3D Printed Stretchable Tactile Sensors
,” Adv. Mater.
, 29
(27
), p. 1701218
.88.
Darabi
, M.
, Khosrozadeh
, A.
, Mbeleck
, R.
, Liu
, Y.
, Chang
, Q.
, Jiang
, J.
, Cai
, J.
, Wang
, Q.
, Luo
, G.
, and Xing
, M.
, 2017
, “Skin‐Inspired Multifunctional Autonomic‐Intrinsic Conductive Self‐Healing Hydrogels With Pressure Sensitivity, Stretchability, and 3D Printability
,” Adv. Mater.
, 29
(31
), p. 1700533
.89.
Yao
, Y.
, Fu
, K.
, Yan
, C.
, Dai
, J.
, Chen
, Y.
, Wang
, Y.
, Zhang
, B.
, Hitz
, E.
, and Hu
, L.
, 2016
, “Three-Dimensional Printable High-Temperature and High-Rate Heaters
,” ACS Nano
, 10
(5
), pp. 5272
–5279
.90.
Liu
, X.
, Yuk
, H.
, Lin
, S.
, Parada
, G.
, Tang
, T.-C.
, Tham
, E.
, Fuente-Nunez
, C.
, Lu
, T.
, and Zhao
, X.
, 2018
, “3D Printing of Living Responsive Materials and Devices
,” Adv. Mater.
, 30
(4
), p. 1704821
.91.
Shin
, S.
, Farzad
, R.
, Tamayol
, A.
, Manoharan
, V.
, Mostafalu
, P.
, Zhang
, Y.
, Akbari
, M.
, Jung
, S.
, Kim
, D.
, Comotto
, M.
, Annabi
, N.
, Al‐Hazmi
, F.
, Dokmeci
, M.
, and Khademhosseini
, A.
, 2016
, “A Bioactive Carbon Nanotube‐Based Ink for Printing 2D and 3D Flexible Electronics
,” Adv. Mater.
, 28
(17
), pp. 3280
–3289
.92.
Jakus
, A.
, Secor
, E.
, Rutz
, A.
, Jordan
, S.
, Hersam
, M.
, and Shah
, R.
, 2015
, “Three-Dimensional Printing of High-Content Graphene Scaffolds for Electronic and Biomedical Applications
,” ACS Nano
, 9
(4
), pp. 4636
–4648
.93.
Valentine
, A. D.
, Busbee
, T.
, Boley
, J.
, Raney
, J.
, Chortos
, A.
, Kotikian
, A.
, Berrigan
, J.
, and Durstock
, M.
, 2017
, “Hybrid 3D Printing of Soft Electronics
,” Adv. Mater.
, 29
(40
), p. 1703817
.94.
Brochu
, T.
, and Schmidt
, R.
, 2017
, “Geometric Modeling of Multi-Material Printed Objects
,” Eurographics Association Conference, Carmel-by-the-Sea, CA, Apr. 13–15.95.
Al-Ketan
, O.
, Al-Rub
, R. K. A.
, and Rowshan
, R.
, 2017
, “Mechanical Properties of a New Type of Architected Interpenetrating Phase Composite Materials
,” Adv. Mater. Technol.
, 2
(2
), p. 1600235
.96.
Garland
, A.
, and Fadel
, G.
, 2015
, “Design and Manufacturing Functionally Gradient Material Objects With an Off the Shelf Three-Dimensional Printer: Challenges and Solutions
,” ASME J. Mech. Des.
, 137
(11
), p. 111407
.97.
Leung
, Y.-S.
, Mao
, H.
, and Chen
, Y.
, “Approximate Functionally Graded Materials for Multi-Material Additive Manufacturing
,” ASME
Paper No. DETC2018-86391.98.
Sigmund
, O.
, and Torquato
, S.
, 1999
, “Design of Smart Composite Materials Using Topology Optimization
,” Smart Mater. Struct.
, 8
(3
), pp. 365
–379
.99.
Malek
, S.
, Raney
, J.
, Lewis
, J. A.
, and Gibson
, L.
, 2017
, “Lightweight 3D Cellular Composites Inspired by Balsa
,” Bioinspiration Biomimetics
, 12
(2
), p. 026014
.100.
Quan
, Z.
, Wu
, A.
, Keefe
, M.
, Qin
, X.
, and Yu
, J.
, 2015
, “Additive Manufacturing of Multi-Directional Preforms for Composites: Opportunities and Challenges
,” Mater. Todays
, 18
(9
), pp. 503
–512
.101.
Long
, K.
, Yuan
, P.
, Xu
, S.
, and Xie
, Y.
, 2018
, “Concurrent Topological Design of Composite Structures and Materials Containing Multiple Phases of Distinct Poisson's Ratios
,” Eng. Optim.
, 50
(4
), pp. 599
–614
.102.
Kapfer
, S.
, Hyde
, S.
, Mecke
, K.
, Arns
, C. H.
, and Schröder-Turk
, G. E.
, 2011
, “Minimal Surface Scaffold Designs for Tissue Engineering
,” Biomaterials
, 32
(29
), pp. 6875
–6882
.103.
Yoo
, D.-J.
, 2015
, “New Paradigms in Cellular Material Design and Fabrication
,” Int. J. Precis. Eng. Manuf.
, 16
(12
), pp. 2577
–2589
.104.
Yoo
, D.-J.
, and Kim
, K.-H.
, 2015
, “An Advanced Multi-Morphology Porous Scaffold Design Method Using Volumetric Distance Field and Beta Growth Function
,” Int. J. Precis. Eng. Manuf.
, 16
(9
), pp. 2021
–2032
.105.
Afshar
, M.
, Anaraki
, A. P.
, Montazerian
, H.
, and Kadkhodapour
, J.
, 2016
, “Additive Manufacturing and Mechanical Characterization of Graded Porosity Scaffolds Designed Based on Triply Periodic Minimal Surface Architectures
,” J. Mech. Behav. Biomed. Mater.
, 62
, pp. 481
–494
.106.
Wang
, K.
, Chang
, Y.-H.
, Chen
, Y.
, Zhang
, C.
, and Wang
, B.
, 2015
, “Designable Dual-Material Auxetic Metamaterials Using Three-Dimensional Printing
,” Mater. Des.
, 67
, pp. 159
–164
.107.
Wang
, C. C. L.
, Leung
, Y.-S.
, and Chen
, Y.
, 2010
, “Solid Modeling of Polyhedral Objects by Layered Depth-Normal Images on the GPU
,” Comput.-Aided Des.
, 42
(6
), pp. 535
–544
.108.
Faure
, A.
, Michailidis
, G.
, Parry
, G.
, Vermaak
, N.
, and Estevez
, R.
, 2017
, “Design of Thermoelastic Multi-Material Structures With Graded Interfaces Using Topology Optimization
,” Struct. Multidisp. Optim.
, 56
(4
), pp. 823
–837
.109.
Udupa
, G.
, Rao
, S.
, and Gangadharan
, K.
, 2014
, “Functionally Graded Composite Materials: An Overview
,” Procedia Mater. Sci.
, 5
, pp. 1291
–1299
.110.
Zhang
, B.
, Jaiswal
, P.
, Rai
, R.
, and Nelaturi
, S.
, 2016
, “Additive Manufacturing of Functionally Graded Objects: A Review
,” ASME
Paper No. DETC2016-60320.111.
Kou
, X.
, and Tan
, S.
, 2007
, “Heterogeneous Object Modeling: A Review
,” Comput.-Aided Des.
, 39
(4
), pp. 284
–301
.112.
Ramani
, A.
, 2011
, “Multi-Material Topology Optimization With Strength Constraints
,” Struct. Multidiscip. Optim.
, 43
(5
), pp. 597
–615
.113.
Kou
, X.
, Parks
, G.
, and Tan
, S.
, 2012
, “Optimal Design of Functionally Graded Materials Using a Procedural Model and Particle Swarm Optimization
,” Comput.-Aided Des.
, 44
(4
), pp. 300
–310
.114.
Bahraminasab
, M.
, Sahari
, B.
, Edwards
, K.
, Farahmand
, F.
, Hong
, T.
, and Naghibi
, H.
, 2013
, “Material Tailoring of the Femoral Component in a Total Knee Replacement to Reduce the Problem of Aseptic Loosening
,” Mater. Des.
, 52
, pp. 441
–451
.115.
Mahmoud
, D.
, and Elbestawi
, M. A.
, 2017
, “Lattice Structures and Functionally Graded Materials Applications in Additive Manufacturing of Orthopedic Implants: A Review
,” J. Manuf. Mater. Process.
, 1
(2
), p. 13.116.
Brunton
, A.
, Arikan
, C. A.
, and Urban
, P.
, 2015
, “Pushing the Limits of 3D Color Printing: Error Diffusion With Translucent Materials
,” ACM Trans. Graphic
, 35
(1
), pp. 1–13.117.
Gu
, G.
, Wettermark
, S.
, and Buehler
, M. J.
, 2017
, “Algorithm-Driven Design of Fracture Resistant Composite Materials Realized Through Additive Manufacturing
,” Addit. Manuf.
, 17
, pp. 47
–54
.118.
Gu
, G. X.
, Chen
, C.-T.
, and Buehler
, M. J.
, 2018
, “De Novo Composite Design Based on Machine Learning Algorithm
,” Extreme Mech. Lett.
, 18
, pp. 19
–28
.119.
Bader
, C.
, Kolb
, D.
, Weaver
, J. C.
, and Oxman
, N.
, 2016
, “Data-Driven Material Modeling With Functional Advection for 3D Printing of Materially Heterogeeous Objects
,” 3D Printing Addit. Manuf.
, 3
(2
), pp. 71–79.120.
Yu
, H.
, Cross
, S.
, and Schuh
, C.
, 2017
, “Mesostructure Optimization in Multi-Material Additive Manufacturing: A Theoretical Perspective
,” J. Mater. Sci.
, 52
(8
), pp. 4288
–4298
.121.
Kennedy
, G.
, 2015
, “Large-Scale Multi-Material Topology Optimization for Additive Manufacturing
,” AIAA
Paper No. AIAA 2015-1799.122.
Wang
, C. C. L.
, 2011
, “Computing on Rays: A Parallel Approach for Surface Mesh Modeling From Multi-Material Volumetric Data
,” Comput. Ind.
, 62
(7
), pp. 660
–671
.123.
Panchal
, J.
, Kalidindi
, S.
, and McDowell
, D.
, 2013
, “Key Computational Modeling Issues in Integrated Computational Materials Engineering
,” Comput.-Aided Des.
, 45
(1
), pp. 4
–25
.124.
Gibson
, L.
, Ashby
, M.
, and Harley
, B.
, 2010
, Cellular Materials in Nature and Medicine
, Cambridge University Press
, Cambridge, UK
.125.
Zhou
, S.
, and Li
, Q.
, 2008
, “Design of Graded Two-Phase Microstructures for Tailored Elasticity Gradients
,” J. Mater. Sci.
, 43
(15
), p. 5157
.126.
Allaire
, G.
, 2002
, Shape Optimization by the Homogenization Method
, Springer Science & Business Media
, Berlin.127.
Huang
, X.
, Radman
, A.
, and Xie
, Y.
, 2011
, “Topological Design of Microstructures of Cellular Materials for Maximum Bulk or Shear Modulus
,” Comput. Mater. Sci.
, 50
(6
), pp. 1861
–1870
.128.
Ashby
, M.
, 1991
, “Materials and Shape
,” Acta Metall. Mater.
, 39
(6
), pp. 1025
–1039
.129.
Vlasea
, M.
, Shanjani
, Y.
, Bothe
, A.
, Kandel
, R.
, and Toyserkani
, E.
, 2013
, “A Combined Additive Manufacturing and Micro-Syringe Deposition Technique for Realization of Bio-Ceramic Structures With Micro-Scale Channels
,” Int. J. Adv. Manuf. Technol.
, 68
(9–12
), pp. 2261
–2269
.130.
Song
, X.
, Zhang
, Z.
, Chen
, Z.
, and Chen
, Y.
, 2016
, “Porous Structure Fabrication Using a Stereolithography-Based Sugar Foaming Method
,” ASME J. Manuf. Sci. Eng.
, 139
(3
), p. 031015
.131.
Wang
, Y.
, 2010
, “3D Fractals From Periodic Surfaces
,” ASME
Paper No. DETC2010-29081.132.
Quinsat
, Y.
, Lartigue
, C.
, Brown
, C.
, and Hattali
, L.
, 2017
, “Multi-Scale Surface Characterization in Additive Manufacturing Using CT
,” Advances on Mechanics, Design Engineering and Manufacturing
, Springer
, Cham, Switzerland, pp. 271
–280
.133.
Martinez
, J.
, Dumas
, J.
, and Lefebvre
, S.
, 2016
, “Procedural Voronoi Foams for Additive Manufacturing
,” ACM Trans. Graphics
, 35
(4
), pp. 1
–12
.134.
Martinez
, J.
, Song
, H.
, Dumas
, J.
, and Lefebvre
, S.
, 2017
, “Orthotropic K-Nearest Foams for Additive Manufacturing
,” ACM Trans. Graphics
, 36
(4
), pp. 1
–12
.135.
Bendsoe
, M. P.
, 1988
, “Generating Optimal Topologies in Structural Design Using a Homogenization Method
,” Comput. Methods Appl. Mech. Eng.
, 71
(2
), pp. 197
–224
.136.
Bendsoe
, M. P.
, and Sigmund
, O.
, 2003
, Topology Optimization: Theory, Methods, and Applications
, Springer Science & Business Media
, Berlin.137.
Li
, B.-T.
, Yan
, S.-N.
, and Hong
, J.
, 2016
, “A Growth-Based Topology Optimizer for Stiffness Design of Continuum Structures Under Harmonic Force Excitation
,” J. Zhejiang Univ. - Sci. A
, 17
(12
), pp. 933
–946
.138.
Wu
, C.-Y.
, and Tseng
, K.-Y.
, 2010
, “Topology Optimization of Structures Using Modified Binary Differential Evolution
,” Struct. Multidiscip. Optim.
, 42
(6
), pp. 939
–953
.139.
Sethian
, J.
, and Wiegmann
, A.
, 2015
, “Structural Boundary Design Via Level Set and Immersed Interface Methods
,” J. Comput. Phys.
, 163
(2
), pp. 489
–528
.140.
Vogiatzis
, P.
, Chen
, S.
, and Zhou
, C.
, 2017
, “An Open Source Framework for Integrated Additive Manufacturing and Level-Set-Based Topology Optimization
,” ASME J. Comput. Inf. Sci. Eng.
, 17
(4
), p. 041012
.141.
Habib
, R.
, Grossman
, T.
, Cheong
, H.
, Hashemi
, A.
, and Fitzmaurice
, G.
, 2017
, “DreamSketch: Early Stage 3D Design Explorations With Sketching and Generative Design
,” ACM Symposium on User Interface Software and Technology
, Quebec City, QC, Canada, 14 pages.142.
Systèmes
, D.
, 2018
, “Solidworks
,” Dassault Systèmes, Vélizy-Villacoublay, France.143.
Altair
, 2018
, “SolidThinking Inspired
,” Altair, Troy, MI, accessed Aug. 12, 2018, https://www.solidthinking.com/inspire2018.html144.
Dorn
, W. S.
, Gomory
, R. E.
, and Greenberg
, H. J.
, 1964
, “Automatic Design of Optimal Structures
,” J. de Mec.
, 3
, pp. 25
–52
.145.
Chan
, A.
, 1960
, The Design of Michell Optimum Structures
, Cranfield College of Aeronautics
, Cranfield, UK
.146.
Hemp
, W.
, 1964
, “Studies in the Theory of Michell Structures
,” Applied Mechanics
, Springer, Berlin.147.
Hemp
, W. S.
, 1973
, Optimum Structures
, Clarendon Press
, Oxford, UK
.148.
Hemp
, W. S.
, and Chan
, H. S. Y.
, 1970
, “Optimum Design of Pin-Jointed Frameworks
,” Aeronautical Research Council Reports, Her Majesty's Stationery Office, London, Memorandum No. 3632.149.
Gilbert
, M.
, and Tyas
, A.
, 2003
, “Layout Optimization of Large‐Scale Pin‐Jointed Frames
,” Eng. Comput.
, 20
(8
), pp. 1044
–1064
.150.
Sokół
, T.
, 2011
, “Topology Optimization of Large-Scale Trusses Using Ground Structure Approach With Selective Subsets of Active Bars
,” 19th International Conference on Computer Methods in Mechanics
(CMM
), Warsaw, Poland, May 9–12.http://cmm.il.pw.edu.pl/cd/pdf/236.pdf151.
Sokół
, T.
, 2011
, “A 99 Line Code for Discretized Michell Truss Optimization Written in Mathematica
,” Struct. Multidiscip. Optim.
, 43
(2
), pp. 181
–190
.152.
Wu
, J.
, Aage
, N.
, Westermann
, R.
, and Sigmund
, O.
, 2018
, “Infill Optimization for Additive Manufacturing—Approaching Bone-Like Porous Structures
,” IEEE Trans. Vis. Comput. Graph.
, 24
(2
), pp. 1127
–1140
.153.
Kwok
, T.-H.
, Li
, Y.
, and Chen
, Y.
, 2018
, “A Structural Topology Design Method Based on Principal Stress Line
,” Comput.-Aided Des.
, 80
, pp. 19
–31
.154.
Wu
, J.
, Wang
, C. C. L.
, Zhang
, X.
, and Westermann
, R.
, 2016
, “Self-Supporting Rhombic Infill Structures for Additive Manufacturing
,” Comput.-Aided Des.
, 80
, pp. 32
–42
.155.
Rosen
, D.
, 2007
, “Computer-Aided Design for Additive Manufacturing of Cellular Structures
,” Comput.-Aided Des. Appl.
, 4
(5
), pp. 585
–594
.156.
Sá
, A.
, Mello
, V.
, Echavarria
, K.
, and Covill
, D.
, 2015
, “Adaptive Voids: Primal and Dual Adaptive Cellular Structures for Additive Manufacturing
,” Visual Comput.
, 31
(6
), pp. 799
–808
.157.
Qi
, C.
, and Wang
, Y.
, 2009
, “Feature-Based Crystal Construction in Computer-Aided Nano-Design
,” Comput.-Aided Des.
, 41
(11
), pp. 792
–800
.158.
Xiao
, F.
, and Yin
, X.
, 2016
, “Geometry Models of Porous Media Based on Voronoi Tessellations and Their Porosity–Permeability Relations
,” Comput. Math. Appl.
, 72
(2
), pp. 328
–348
.159.
Dong
, G.
, Tang
, Y.
, and Zhao
, Y.
, 2017
, “A Survey of Modeling of Lattice Structures Fabricated by Additive Manufacturing
,” ASME J. Mech. Des.
, 139
(10
), p. 100906
.160.
Dong
, G.
, Tang
, Y.
, and Zhao
, Y. F.
, 2017
, “Simulation of Elastic Properties of Solid-Lattice Hybrid Structures Fabricated by Additive Manufacturing
,” Procedia Manuf.
, 10
, pp. 760
–770
.161.
Tang
, Y.
, Dong
, G.
, Zhou
, Q.
, and Zhao
, Y. F.
, 2017
, “Lattice Structure Design and Optimization With Additive Manufacturing Constraints
,” IEEE Trans. Autom. Sci. Eng.
, PP
(99
), pp. 1
–17
.162.
Sigmund
, O.
, 1995
, “Tailoring Materials With Prescribed Elastic Properties
,” Mech. Mater.
, 20
(4
), pp. 351
–368
.163.
Bickel
, B.
, Bacher
, M.
, Otaduy
, M.
, Lee
, H. R.
, Pfister
, H.
, Gross
, M.
, and Matusik
, W.
, 2010
, “Design and Fabrication of Materials With Desired Deformation Behavior
,” ACM Trans. Graph.
, 29
(4
), pp. 63:1
–63:10
.164.
Schumacher
, C.
, Bickel
, B.
, Rys
, J.
, Marschner
, S.
, Daraio
, C.
, and Gross
, M.
, 2015
, “Microstructures to Control Elasticity in 3D Printing
,” ACM Trans. Graph.
, 34
, pp. 136:1
–136:13
.165.
Panetta
, J.
, Zhou
, Q.
, Malomo
, L.
, Pietroni
, N.
, Cignoni
, P.
, and Zorin
, D.
, 2015
, “Elastic Textures for Additive Fabrication
,” ACM Trans. Graph.
, 34
, pp. 135:1
–135:12
.166.
Zhang
, P.
, Toman
, J.
, Yu
, Y.
, Biyikli
, E.
, Kirca
, M.
, Chmielus
, M.
, and To
, A.
, 2015
, “Efficient Design-Optimization of Variable-Density Hexagonal Cellular Structure by Additive Manufacturing: Theory and Validation
,” ASME J. Manuf. Sci. Eng.
, 137
(2
), p. 021004
.167.
Zhu
, B.
, Skouras
, M.
, Chen
, D.
, and Matusik
, W.
, 2017
, “Two-Scale Topology Optimization With Microstructures
,” ACM Trans. Graph.
, 36
(4
), p. 164
.168.
Wang
, Y.
, 2007
, “Periodic Surface Modeling for Computer Aided Nano Design
,” Comput.-Aided Des.
, 39
(3
), pp. 179
–189
.169.
Yoo
, D.-J.
, 2011
, “Porous Scaffold Design Using the Distance Field and Triply Periodic Minimal Surface Models
,” Biomaterials
, 32
(31
), pp. 7741
–7754
.170.
Yoo
, D.-J.
, 2013
, “New Paradigms in Hierarchical Porous Scaffold Design for Tissue Engineering
,” Mater. Sci. Eng. C
, 33
(3
), pp. 1759
–1772
.171.
Yoo
, D.-J.
, 2014
, “Advanced Projection Image Generation Algorithm for Fabrication of a Tissue Scaffold Using Volumetric Distance Field
,” Int. J. Precis. Eng. Manuf.
, 15
(10
), pp. 2117
–2126
.172.
Huang
, P.
, Wang
, C. C. L.
, and Chen
, Y.
, 2014
, “Algorithms for Layered Manufacturing in Image Space
,” Advances in Computers and Information in Engineering Research, Vol. 1, American Society of Mechanical Engineers, New York.173.
Schröder-Turk
, G. E.
, Mickel
, W.
, Kapfer
, S. C.
, Klatt
, M. A.
, Schaller
, F. M.
, Hoffmann
, M. J. F.
, Kleppmann
, N.
, Armstrong
, P.
, Inayat
, A.
, Hug
, D.
, Reichelsdorfer
, M.
, Peukert
, W.
, Schwieger
, W.
, and Mecke
, K.
, 2011
, “Minkowski Tensor Shape Analysis of Cellular, Granular and Porous Structures
,” Adv. Mater.
, 23
(22–23
), pp. 2535
–2553
.174.
Wang
, Y.
, and Rosen
, D.
, 2010
, “Multiscale Heterogeneous Modeling With Surfacelets
,” Comput.-Aided Des. Appl.
, 7
(5
), pp. 759
–776
.175.
Huang
, W.
, Wang
, Y.
, and Rosen
, D. W.
, 2017
, “A Multiscale Materials Modeling Method With Seamless Zooming Capability Based on Surfacelets
,” ASME J. Comput. Inf. Sci. Eng.
, 17
(2
), p. 021007
.176.
Huang
, W.
, Wang
, Y.
, and Rosen
, D. W.
, 2014
, “Inverse Surfacelet Transform for Image Reconstruction With Constrained-Conjugate Gradient Methods
,” ASME J. Comput. Inf. Sci. Eng.
, 14
(2
), p. 021005
.177.
Fast
, T.
, and Kalidindi
, S. R.
, 2011
, “Formulation and Calibration of Higher-Order Elastic Localization Relationships Using the MKS Approach
,” Acta Mater.
, 59
(11
), pp. 4595
–4605
.178.
Baniassadi
, M.
, Garmestani
, H.
, Li
, D.
, Ahzi
, S.
, Khaleel
, M.
, and Sun
, X.
, 2011
, “Three-Phase Solid Oxide Fuel Cell Anode Microstructure Realization Using Two-Point Correlation Functions
,” Acta Mater.
, 59
(1
), pp. 30
–43
.179.
Baniassadi
, M.
, Ahzi
, S.
, Garmestani
, H.
, Ruch
, D.
, and Remond
, Y.
, 2012
, “New Approximate Solution for N-Point Correlation Functions for Heterogeneous Materials
,” J. Mech. Phys. Solids
, 60
(1
), pp. 104
–119
.180.
Xu
, H.
, Dikin
, D.
, Burkhart
, C.
, and Chen
, W.
, 2014
, “Descriptor-Based Methodology for Statistical Characterization and 3D Reconstruction of Microstructural Materials
,” Comput. Mater. Sci.
, 85
(1
), pp. 206
–216
.181.
Gupta
, A.
, Cecen
, A.
, Goyal
, S.
, Singh
, A.
, and Kalidindi
, S.
, 2015
, “Structure–Property Linkages Using a Data Science Approach: Application to a Non-Metallic Inclusion/Steel Composite System
,” Acta Mater.
, 91
(1
), pp. 239
–254
.182.
Huang
, W.
, Didari
, S.
, Wang
, Y.
, and Harris
, T.
, 2015
, “Generalized Periodic Surface Model and Its Application in Designing Fibrous Porous Media
,” Eng. Comput.
, 32
(1
), pp. 7
–36
.183.
Hansmeyer
, M.
, 2013
, “Digital Grotesque
,” Zurich, Switzerland, accessed Aug. 12, 2018, http://www.michael-hansmeyer.com/digital-grotesque-I184.
Lohan
, D.
, Dede
, E.
, and Allison
, J.
, 2017
, “Topology Optimization for Heat Conduction Using Generative Design Algorithms
,” Struct. Multidisp. Optim.
, 55
(3
), pp. 1063
–1077
.185.
Wang
, J.
, Bai
, G.
, and Kong
, X.
, 2017
, “Single-Loop Foldable 8R Mechanisms With Multiple Modes
,” New Trends in Mechanism and Machine Science
, Springer
, Cham, Switzerland
, pp. 503
–510
.186.
Rhoads
, B. P.
, and Su
, H.-J.
, 2016
, “The Design and Fabrication of a Deformable Origami Wheel
,” ASME
Paper No. DETC2016-60045.187.
Belcastro
, S.-M.
, and Hull
, T. C.
, 2002
, “Modelling the Folding of Paper Into Three Dimensions Using Affine Transformations
,” Linear Algebra Appl.
, 348
(1–3
), pp. 273
–282
.188.
Schenk
, M.
, and Guest
, S. D.
, 2011
, “Origami Folding: A Structural Engineering Approach
,” Origami 5: Fifth International Meeting of Origami Science, Mathematics, and Education
, New York, Singapore, July 13–17.http://www2.eng.cam.ac.uk/~sdg/preprint/5OSME.pdf189.
Tachi
, T.
, 2013
, “Interactive Form-Finding of Elastic Origami
,” International Association for Shell and Spatial Structures (IASS) Symposium
, Wroclaw, Poland, Sept. 23–27.190.
Tachi
, T.
, 2010
, “Freeform Rigid-Foldable Structure Using Bidirectionally Flat-Foldable Planar Quadrilateral Mesh
,” Advances in Architectural Geometry
, Springer
, Vienna, Austria
, pp. 87
–102
.191.
Zhu
, L.
, Igarashi
, T.
, and Mitani
, J.
, 2013
, “Soft Folding
,” Comput. Graph. Forum
, 32
(7
), pp. 167
–176
.192.
Morgan
, J.
, Magleby
, S.
, and Howell
, L.
, 2016
, “An Approach to Designing Origami-Adapted Aerospace Mechanisms
,” ASME J. Mech. Des.
, 138
(5
), p. 052301
.193.
Killian
, M.
, Flory
, S.
, Chen
, Z.
, Mitra
, N.
, Sheffer
, A.
, and Pottmann
, H.
, 2008
, “Curved Folding
,” ACM Siggraph, Los Angeles, CA, Aug. 11–15.194.
Kilian
, M.
, Monszpart
, A.
, and Mitra
, N.
, 2017
, “String Actuated Curved Folded Surfaces
,” ACM Trans. Graph.
, 36
(4
), p. 25.195.
Wang
, C. C. L.
, 2008
, “Towards Flattenable Mesh Surfaces
,” Comput.-Aided Des.
, 40
(1
), pp. 109
–122
.196.
Fang
, G.
, Matte
, C.-D.
, Kwok
, T.-H.
, and Wang
, C. C. L.
, 2018
, “Geometry-Based Direct Simulation for Multi-Material Soft Robots
,” IEEE International Conference on Robotics and Automation
(ICRA
), Brisbane, Australia, May 21–25.197.
Cohrs
, N. H.
, Petrou
, A.
, Loepfe
, M.
, Yliruka
, M.
, Schumacher
, C. M.
, Kohll
, A. X.
, Starck
, C. T.
, Schmid Daners
, M.
, Meboldt
, M.
, Falk
, V.
, and Stark
, W. J.
, 2017
, “A Soft Total Artificial Heart—First Concept Evaluation on a Hybrid Mock Circulation
,” Artif. Organs
, 41
(10
), pp. 948
–958
.198.
Rus
, D.
, and Tolley
, M.
, 2015
, “Design, Fabrication and Control of Soft Robots
,” Nature
, 521
(7553
), pp. 467
–475
.199.
Connolly
, F.
, Walsh
, C.
, and Bertoldi
, K.
, 2017
, “Automatic Design of Fiber-Reinforced Soft Actuators for Trajectory Matching
,” Proc. Natl. Acad. Sci.
, 114
(1
), pp. 51
–56
.200.
Becker
, M.
, and Teschner
, M.
, 2007
, “Robust and Efficient Estimation of Elasticity Parameters Using the Linear Finite Element Method
,” Simulation Und Visualisierung
, Magdeburg, Germany, Mar. 8–9201.
Bickel
, B.
, Bacher
, M.
, Otaduy
, M.
, Matusik
, W.
, Pfister
, H.
, and Gross
, M.
, 2009
, “Capture and Modeling of Non-Linear Heterogeneous Soft Tissue
,” ACM Trans. Graph.
, 28
(3
), p. 89
.202.
Xu
, H.
, Li
, Y.
, Chen
, Y.
, and Barbic
, J.
, 2015
, “Interactive Material Design Using Model Reduction
,” ACM Trans. Graph.
, 34
(2
), p. 18
.203.
Zhang
, X.
, Le
, X.
, Wu
, Z.
, Whiting
, E.
, and Wang
, C. C. L.
, 2016
, “Data-Driven Bending Elasticity Design by Shell Thickness
,” Comput. Graph. Forum
, 35
(5
), pp. 157
–166
.204.
Skouras
, M.
, Thomaszewski
, B.
, Coros
, S.
, Bickel
, B.
, and Gross
, M.
, 2013
, “Computational Design of Actuated Deformable Characters
,” ACM Trans. Graph.
, 32
(4
), p. 82
.205.
Kharevych
, L.
, Mullen
, P.
, Owhadi
, H.
, and Desbrun
, M.
, 2009
, “Numerical Coarsening of Inhomogeneous Elastic Materials
,” ACM Trans. Graph.
, 28
(3
), pp. 51:1
–51:8
.206.
Chen
, D.
, Levin
, D.
, Sueda
, S.
, and Matusik
, W.
, 2015
, “Data-Driven Finite Elements for Geometry and Material Design
,” ACM Trans. Graph.
, 34
(4
), pp. 74:1
–10
.207.
Yap
, H. K.
, Ng
, H. Y.
, and Yeow
, R. C.-H.
, 2016
, “High-Force Soft Printable Pneumatics for Soft Robotic Applications
,” Soft Rob.
, 3
(3
), pp. 144
–158
.208.
Lipson
, J. H. A. H.
, 2014
, “Dynamic Simulation of Soft Multimaterial 3D-Printed Objects
,” Soft Rob.
, 1
(1
), pp. 88
–101
.209.
Cheney
, N.
, MacCurdy
, R.
, Clune
, J.
, and Lipson
, H.
, 2013
, “Unshackling Evolution: Evolving Soft Robots With Multiple Materials and a Powerful Generative Encoding
,” 15th Annual Conference on Genetic and Evolutionary Computation
, Amsterdam, The Netherlands, July 6–10, pp. 167–174.210.
François
, F.
, Christian
, D.
, Hervé
, D.
, Jérémie
, A.
, Benjamin
, G.
, Stéphanie
, M.
, Hugo
, T.
, Hadrien
, C.
, Guillaume
, B.
, Igor
, P.
, and Stéphane
, C.
, 2012
, “SOFA: A Multi-Model Framework for Interactive Physical Simulation
,” Soft Tissue Biomechanical Modeling for Computer Assisted Surgery
, Springer
, Berlin
, pp. 283
–321
.211.
Duriez
, C.
, 2013
, “Control of Elastic Soft Robots Based on Real-Time Finite Element Method
,” IEEE International Conference on Robotics and Automation
(ICRA
), Karlsruhe, Germany, May 6–10.212.
Largilliere
, F.
, Verona
, V.
, Coevoet
, E.
, Sanz-Lopez
, M.
, Dequidt
, J.
, and Duriez
, C.
, 2015
, “Real-Time Control of Soft-Robots Using Asynchronous Finite Element Modeling
,” IEEE International Conference on Robotics and Automation
(ICRA
), Seattle, WA, May 26–30.213.
Duriez
, C.
, Coevoet
, E.
, Largilliere
, F.
, Morales-Bieze
, T.
, Zhang
, Z.
, Sanz-Lopez
, M.
, Carrez
, B.
, Marchal
, D.
, Goury
, O.
, and Dequidt
, J.
, 2016
, “Framework for Online Simulation of Soft Robots With Optimization-Based Inverse Model
,” IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots
(SIMPAR
), San Francisco, CA, Dec. 13–16.214.
Wang
, Z.
, and Hirai
, S.
, 2017
, “Soft Gripper Dynamics Using a Line-Segment Model With an Optimization-Based Parameter Identification Method
,” IEEE Rob. Autom. Lett.
, 2
(4
), pp. 1909
–1916
.215.
Stanley
, A. A.
, and Okamura
, A. M.
, 2016
, “Deformable Model-Based Methods for Shape Control of a Haptic Jamming Surface
,” IEEE Trans. Visualization Comput. Graph.
, 23
(2
), pp. 1029
–1041
.216.
Zhou
, L.
, Su
, H.-J.
, Marras
, A.
, Huang
, C.-M.
, and Castro
, C.
, 2017
, “Projection Kinematic Analysis of DNA Origami Mechanisms Based on a Two-Dimensional TEM Image
,” Mech. Mach. Theory
, 109
, pp. 22
–38
.217.
Tibbits
, S.
, 2012
, “Design to Self-Assembly
,” Archit. Des.
, 82
(2
), pp. 68
–73
.218.
Choi
, J.
, Kwon
, O.-C.
, Jo
, W.
, Lee
, H.
, and Moon
, M.-W.
, 2015
, “4D Printing Technology: A Review
,” 3D Printing Addit. Manuf.
, 2
(4
), pp. 159
–167
.219.
Kwok
, T.-H.
, and Chen
, Y.
, 2017
, “GDFE: Geometry-Driven Finite Element for Four-Dimensional Printing
,” ASME J. Manuf. Sci. Eng.
, 139
(11
), p. 111006
.220.
MacDonald
, E.
, and Wicker
, R.
, 2016
, “Multiprocess 3D Printing for Increasing Component Functionality
,” Science
, 353
(6307
), p. aaf2093.221.
Ye
, J.
, Chen
, L.
, Li
, X.
, Yuan
, Q.
, and Gao
, Z.
, 2017
, “Review of Optical Freeform Surface Representation Technique and Its Application
,” Opt. Eng.
, 56
(11
), p. 110901.222.
Wolfs
, F.
, Fess
, E.
, Johns
, D.
, LePage
, G.
, and Matthews
, G.
, 2017
, “Computer Aided Manufacturing for Complex Freeform Optics
,” Proc. SPIE
, 10488
, p. 1044815
.223.
NASA/JPL-Caltech
, 2017
, “Space Fabric' Links Fashion and Engineering
,” National Aeronautics and Space Administration, Pasadena, CA.224.
Felber
, R.
, Rudolph
, N.
, and Nellis
, G.
, 2016
, “Design and Simulation of 3D Printed Air-Cooled Heat Exchangers
,” Solid Freeform Fabrication
, Austin, TX, Aug. 8–10.https://www.researchgate.net/publication/311411725_Design_and_Simulation_of_3D_Printed_Air-Cooled_Heat_Exchangers225.
Kitayama
, S.
, Miyakawa
, H.
, Takano
, M.
, and Aiba
, S.
, 2017
, “Multi-Objective Optimization of Injection Molding Process Parameters for Short Cycle Time and Warpage Reduction Using Conformal Cooling Channel
,” Int. J. Adv. Manuf. Technol.
, 88
(5–8
), pp. 1735
–1744
.226.
Wang
, Y.
, Yu
, K.-M.
, Wang
, C.
, and Zhang
, Y.
, 2011
, “Automatic Design of Conformal Cooling Circuit for Rapid Tooling
,” Comput.-Aided Des.
, 43
(8
), pp. 1001
–1010
.227.
Wang
, Y.
, Yu
, K.-M.
, and Wang
, C.
, 2015
, “Spiral and Conformal Cooling in Plastic Injection Molding
,” Comput.-Aided Des.
, 63
, pp. 1
–11
.228.
Zhang
, X.
, Fang
, G.
, Dai
, C.
, Verlinden
, J.
, Wu
, J.
, Whiting
, E.
, and Wang
, C. C. L.
, 2017
, “Thermal-Comfort Design of Personalized Casts
,” 30th Annual ACM Symposium on User Interface Software and Technology, Québec City, QC, Canada, Oct. 22–25, pp. 243–254 .229.
Cheng
, L.
, Liu
, J.
, and To
, A.
, 2018
, “Concurrent Lattice Infill With Feature Evolution Optimization for Additive Manufactured Heat Conduction Design
,” Struct. Multidiscip. Optim.
, 58
(2
), pp. 511
–535
.230.
Adams
, J. J.
, Duoss
, E. B.
, Malkowski
, T. F.
, Motala
, M. J.
, Ahn
, B. Y.
, Nuzzo
, R. G.
, Bernhard
, J. T.
, and Lewis
, J. A.
, 2011
, “Conformal Printing of Electrically Small Antennas on Three-Dimensional Surfaces
,” Adv. Mater.
, 23
(11
), pp. 1335
–1440
.231.
Lind
, J. U.
, Busbee
, T. A.
, Valentine
, A. D.
, Pasqualini
, F. S.
, Yuan
, H.
, Yadid
, M.
, Park
, S.-J.
, Kotikian
, A.
, Nesmith
, A. P.
, Campbell
, P. H.
, Vlassak
, J. J.
, Lewis
, J. A.
, and Parker
, K. K.
, 2016
, “Instrumented Cardiac Microphysiological Devices Via Multimaterial Three-Dimensional Printing
,” Nat. Mater.
, 16
(3
), pp. 303
–308
.232.
Mannoor
, M. S.
, Jiang
, Z.
, James
, T.
, Kong
, Y. L.
, Malatesta
, K. A.
, Soboyejo
, W. O.
, Verma
, N.
, Gracias
, D. H.
, and McAlpine
, M. C.
, 2013
, “3D Printed Bionic Ears
,” Nano Lett.
, 13
(6
), pp. 2634
–2639
.233.
Panesar
, A.
, Ashcroft
, I.
, Brackett
, D.
, Wildman
, R.
, and Hague
, R.
, 2017
, “Design Framework for Multifunctional Additive Manufacturing: Placement and Routing of Three-Dimensional Printed Circuit Volumes
,” ASME J. Mech. Des.
, 137
(11
), pp. 98
–106
.234.
Panesar
, A.
, Ashcroft
, I.
, Brackett
, D.
, Wildman
, R.
, and Hague
, R.
, 2017
, “Design Framework for Multifunctional Additive Manufacturing: Coupled Optimization Strategy for Structures With Embedded Functional Systems
,” Addit. Manuf.
, 16
, pp. 98
–106
.235.
Festo,
2015
, “BionicANTs: Cooperative Behaviour Based on Natural Model
,” Festo, Esslingen am Neckar, Germany, accessed Apr. 16, 2018, https://www.festo.com/group/en/cms/10157.htm236.
Vidimce
, K.
, Kaspar
, A.
, Wang
, Y.
, and Matusik
, W.
, 2016
, “Foundry: Hierarchical Material Design for Multi-Material Fabrication
,” 29th Annual Symposium on User Interface Software and Technology
, Tokyo, Japan, Oct. 16–19.Copyright © 2019 by ASME
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