Perspective: Machine learning in design for 3D/4D printing
Abstract 3D/4D printing offers significant flexibility in manufacturing complex structures with
a diverse range of mechanical responses, while also posing critical needs in tackling …
a diverse range of mechanical responses, while also posing critical needs in tackling …
Physics-aware differentiable design of magnetically actuated kirigami for shape morphing
Shape morphing that transforms morphologies in response to stimuli is crucial for future
multifunctional systems. While kirigami holds great promise in enhancing shape-morphing …
multifunctional systems. While kirigami holds great promise in enhancing shape-morphing …
Design, actuation, and functionalization of untethered soft magnetic robots with life-like motions: A review
Soft robots have demonstrated superior flexibility and functionality than conventional rigid
robots. These versatile devices can respond to a wide range of external stimuli (including …
robots. These versatile devices can respond to a wide range of external stimuli (including …
Electrothermally controlled origami fabricated by 4D printing of continuous fiber-reinforced composites
Active origami capable of precise deployment control, enabling on-demand modulation of its
properties, is highly desirable in multi-scenario and multi-task applications. While 4D …
properties, is highly desirable in multi-scenario and multi-task applications. While 4D …
Digital Laser Direct Writing of Internal Stress in Shape Memory Polymer for Anticounterfeiting and 4D Printing
W Peng, H Mu, X Liang, X Zhang, Q Zhao… - ACS Macro …, 2023 - ACS Publications
Shape memory polymers (SMPs) are a type of smart shape-shifting material that can
respond to various stimuli. Their shape recovery pathway is determined by the internal …
respond to various stimuli. Their shape recovery pathway is determined by the internal …
Edible Origami Actuators Using Gelatin-Based Bioplastics
SJ Matonis, B Zhuang, AF Bishop… - ACS Applied Polymer …, 2023 - ACS Publications
The potential of ingestible medical devices can be greatly enhanced through the use of
smart structures made from stimuli-responsive materials. While hydration is a convenient …
smart structures made from stimuli-responsive materials. While hydration is a convenient …
Four-dimensional printing of polymer-derived ceramics with high-resolution, reconfigurability, and shape memory effects
Owing to their high thermal stability, oxidation resistance, and corrosion resistance, polymer-
derived ceramics (PDCs) have attracted extensive attentions to fabricate complex-shaped …
derived ceramics (PDCs) have attracted extensive attentions to fabricate complex-shaped …
Compression performance evaluation of a novel origami-lattice metamaterial
B Liu, J Zou, H Yin, X Gu, Y Yang, X Chen - International Journal of …, 2024 - Elsevier
The thin-walled lattice metamaterials are usually applied into the energy absorption, and the
low-weight and high-bearing components. In this paper, a novel kind of open-section …
low-weight and high-bearing components. In this paper, a novel kind of open-section …
[HTML][HTML] Hard magnetics and soft materials—a synergy
P Narayanan, R Pramanik… - Smart Materials and …, 2024 - iopscience.iop.org
Hard-magnetic soft materials (hMSMs) are smart composites that consist of a mechanically
soft polymer matrix impregnated with mechanically hard magnetic filler particles. This dual …
soft polymer matrix impregnated with mechanically hard magnetic filler particles. This dual …
Mechanical metamaterials fabricated from self-assembly: A perspective
H Jin, HD Espinosa - Journal of Applied Mechanics, 2024 - asmedigitalcollection.asme.org
Mechanical metamaterials, whose unique mechanical properties stem from their structural
design rather than material constituents, are gaining popularity in engineering applications …
design rather than material constituents, are gaining popularity in engineering applications …