journal article·2025-11Open access

Additive-free oil-bath-printing dual-hyperbolic graphene aerogel for smart wearable sensors

Jiaqi Dong, Peng He, Yuansheng Wen, Ying Deng, Yusheng Liang, Hengzhong Fan, Yongsheng Zhang, Qiangqiang Zhang

Cell Reports Physical Science· Volume 6· Issue 11

Abstract

Direct ink writing demonstrates the potential to print functional 3D graphene devices, while self-weight-induced shear thinning and structural collapse cause it to fail to construct complex architectures. In this study, a lightweight 3D graphene metamaterial lattice (GML) with a dual-hyperbolic pattern is generated using a deep-learning-driven framework. An oil-bath printing strategy is developed to overcome the challenge of shear thinning and structural collapse. Benefiting from the hierarchical structure, the resulting 3D GML and its polymer-reinforced device demonstrate anomalous super-elastic deformability (90% compression), a negative Poisson's ratio (NPR) (−0.62–0), and excellent fatigue resistance. Moreover, the highly interconnected porous scaffolds endowed the 3D GML with exceptional electrical conductivity (1.998 S/cm) and thermal insulation (0.0256 W/(m·K)). Consequently, when acting as ultra-flexible wearable sensors, the 3D GML exhibits highly sensitive and robust responses to external physical stimuli, offering a pathway for developing 3D graphene-based multifunctional devices, with significant potential for thermal barriers, smart sensors, etc.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Aerogels and thermal insulation · Transition Metal Oxide Nanomaterials

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (47)

Show source-provided references
1. Naturally dried graphene aerogels with superelasticity and tunable poisson's ratio10.1002/adma.201603079 ↗
2. Flyweight, superelastic, electrically conductive, and flame-retardant 3D multi-nanolayer graphene/ceramic metamaterial
3. Multifunctional, ultra-flyweight, synergistically assembled carbon aerogels10.1002/adma.201204576 ↗
4. Nature-inspired solar-thermal gradient reduced graphene oxide aerogel-based bilayer phase change composites for self-adaptive personal thermal management10.1002/adfm.202212032 ↗
5. Hydroplastic foaming of graphene aerogels and artificially intelligent tactile sensors10.1126/sciadv.abd4045 ↗
6. Ultraprecise 3D printed graphene aerogel microlattices on tape for micro sensors and E-skin
7. Rational design of soft yet elastic lamellar graphene aerogels via bidirectional freezing for ultrasensitive pressure and bending sensors10.1002/adfm.202103703 ↗
8. Mechanical metamaterials and beyond10.1038/s41467-023-41679-8 ↗
9. Stretchable and negative-Poisson-ratio porous metamaterials10.1038/s41467-024-44707-3 ↗
10. Double-negative-index ceramic aerogels for thermal superinsulation10.1126/science.aav7304 ↗
11. Lightweight 3D graphene metamaterials with tunable negative thermal expansion
12. Ultra-Stiff yet Super-Elastic Graphene Aerogels by Topological Cellular Hierarchy10.1002/adma.202417462 ↗
13. Highly stretchable carbon aerogels10.1038/s41467-018-03268-y ↗
14. 3D Printed template-directed assembly of multiscale graphene structures
15. Superelastic graphene aerogel-based metamaterials10.1038/s41467-022-32200-8 ↗
16. A damage-tolerant, dual-scale, single-crystalline microlattice in the knobby starfish, Protoreaster nodosus10.1126/science.abj9472 ↗
17. Lightweight, strong, moldable wood via cell wall engineering as a sustainable structural material10.1126/science.abg9556 ↗
18. Programming 3D curved mesosurfaces using microlattice designs10.1126/science.adf3824 ↗
19. Materials with prescribed constitutive parameters: An inverse homogenization problem10.1016/0020-7683(94)90154-6 ↗
20. Topology optimization of multi-scale structures: a review10.1007/s00158-021-02881-8 ↗
21. Mechanically robust lattices inspired by deep-sea glass sponges10.1038/s41563-020-0798-1 ↗
22. Rapid inverse design of metamaterials based on prescribed mechanical behavior through machine learning10.1038/s41467-023-40854-1 ↗
23. Designing complex architectured materials with generative adversarial networks10.1126/sciadv.aaz4169 ↗
24. Deep learning for topology optimization of 2D metamaterials10.1016/j.matdes.2020.109098 ↗
25. 3D Printing of graphene aerogels10.1002/smll.201503524 ↗
26. 3D Printed graphene-based metamaterials: guesting multi-Functionality in one gain
27. Embedded extrusion printing in yield-stress-fluid baths10.1016/j.matt.2022.09.003 ↗
28. 3D bioprinting of collagen to rebuild components of the human heart10.1126/science.aav9051 ↗
29. Multi-material volumetric additive manufacturing of hydrogels using gelatin as a sacrificial network and 3D suspension bath10.1002/adma.202309026 ↗
30. Expanding embedded 3D bioprinting capability for engineering complex organs with freeform vascular networks
31. In situ endothelialization of free-form 3D network of interconnected tubular channels via interfacial coacervation by aqueous-in-aqueous embedded bioprinting
32. Liquid-embedded (bio)printing of alginate-free, standalone, ultrafine, and ultrathin-walled cannular structures10.1073/pnas.2206762120 ↗
33. Mechanical metamaterials associated with stiffness, rigidity and compressibility: A brief review10.1016/j.pmatsci.2017.12.003 ↗
34. Optimization of a lattice structure inspired by glass sponge
35. Generative adversarial nets
36. Preparation and characterization of graphene oxide paper10.1038/nature06016 ↗
37. Capillary hydrodynamics of oligomer binders10.1134/S1995421216030199 ↗
38. Dissecting the interplay mechanism among process parameters toward the biofabrication of high-quality shapes in embedded bioprinting
39. The 3D printing of gelatin methacrylamide cell-laden tissue-engineered constructs with high cell viability10.1016/j.biomaterials.2013.09.078 ↗
40. Micro-architectured materials: past, present and future10.1098/rspa.2010.0215 ↗
41. Integration of different graphene nanostructures with PDMS to form wearable sensors10.3390/nano12060950 ↗
42. Three-dimensional assemblies of graphene prepared by a novel chemical reduction-induced self-assembly method10.1039/c2nr32157b ↗
43. Lattice metamaterials with mechanically tunable Poisson's ratio for vibration control10.1103/PhysRevApplied.7.024012 ↗
44. Temperature dependence of electrical conductivity and variable hopping range mechanism on graphene oxide films10.1038/s41598-023-31778-3 ↗
45. Ultrasensitive mechanical crack-based sensor inspired by the spider sensory system10.1038/nature14002 ↗
46. Ultra-sensitive and resilient compliant strain gauges for soft machines10.1038/s41586-020-2892-6 ↗
47. Reversible bipolar thermopower of ionic thermoelectric polymer composite for cyclic energy generation10.1038/s41467-023-36018-w ↗