journal article·2026-10-01Open access

Monolithic design and on-demand laser printing of freeform-reconfigurable and fast-responsive electronic skins for noncontact human-machine interactions

Wenshuai Ma, Hongyu Wu, Su Ding, Runrun Zhang, Van Thai Tran, Xingkuan Chen, Gengzhi Sun, Jianing An, Xuanming Duan

Abstract

Abstract The emerging virtual reality and augmented reality technologies stimulate innovations in interfaces for human interaction with physical/virtual objects. Noncontact thermoreceptor-inspired electronic skins (TRE-skins) can largely expand the interactive space, creating more protective, hygienic, and immersive experiences. However, the interaction efficiency is significantly impeded by the slow signal acquisition rate and complicated data encoding process, which arise from the sluggish response/recovery and narrow linear detection range of the state-of-the-art temperature sensors. Here, we develop a single-layer porous TRE-skin with seamless-interfaced laser-induced graphene electrodes and laser-induced carbon sensing channels by finely regulating the interactions between the femtosecond laser and the thin precursor film. Profiting from the tailorable graphitic structure and heat transfer pathways, the TRE-skin exhibits a high sensitivity (−0.221%·°C –1 ) in a wide linear range (from −20 °C to 140 °C) and fast response/recovery behavior (580 ms/740 ms). Notably, arbitrary kirigami patterns can be introduced to TRE-skins in the single-step on-demand laser printing process, rendering the devices with freeform reconfigurability. The TRE-skin is intimately integrated on the curvilinear surface of the robots and deployed as a command interface in a machine learning-assisted robot teleoperation system, showcasing its implementation in noncontact human–machine interactions.
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Research context

OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Advanced Materials and Mechanics · Modular Robots and Swarm Intelligence

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

Affiliations

Institute of Photonics Technology, College of Physics & Optoelectronic Engineering, Jinan University

School of Intelligent Manufacturing, Jiangnan University

Institute of Advanced Materials (IAM), Nanjing Tech University (NanjingTech)

Singapore Centre for 3D Printing, Nanyang Technological University

Jinan University

Funding

National Natural Science Foundation of China · Pearl River Talent Program of Guangdong Province · Basic and Applied Basic Research Foundation of Guangdong Province · Science and Technology Planning Project of Guangzhou · Fundamental Research Funds for the Central Universities

References (68)

Show source-provided references
1. AR/VR trends of 2025
2. A skin-integrated multimodal haptic interface for immersive tactile feedback10.1038/s41928-023-01115-7 ↗
3. Machine learning‐enhanced modular ionic skin for broad‐spectrum multimodal discriminability in bidirectional human–robot interaction10.1002/adma.202508795 ↗
4. Augmented tactile-perception and haptic-feedback rings as human-machine interfaces aiming for immersive interactions10.1038/s41467-022-32745-8 ↗
5. Electronic skin as wireless human-machine interfaces for robotic VR10.1126/sciadv.abl6700 ↗
6. Haptic artificial muscle skin for extended reality10.1126/sciadv.adr1765 ↗
7. Super-resolution tactile sensor arrays with sparse units enabled by deep learning10.1126/sciadv.adv2124 ↗
8. A bimodal soft electronic skin for tactile and touchless interaction in real time10.1038/s41467-019-12303-5 ↗
9. Flexible noncontact sensing for human–machine interaction10.1002/adma.202100218 ↗
10. All-graphene-based highly flexible noncontact electronic skin10.1021/acsami.7b13701 ↗
11. Mormyroidea-inspired electronic skin for active non-contact three-dimensional tracking and sensing10.1038/s41467-024-54249-3 ↗
12. Emerging thermal technology enabled augmented reality10.1002/adfm.202007952 ↗
13. Sensitive wearable temperature sensor with seamless monolithic integration10.1002/adma.201905527 ↗
14. Self‐powered and 3D printable soft sensor for human health monitoring, object recognition, and contactless hand gesture recognition10.1002/adfm.202411172 ↗
15. Microsecond-scale transient thermal sensing enabled by flexible Mo1−xWxS2 alloys10.34133/research.0452 ↗
16. Review of flexible temperature sensing networks for wearable physiological monitoring10.1002/adhm.201601371 ↗
17. An ultrahigh linear sensitive temperature sensor based on PANI: graphene and PDMS hybrid with negative temperature compensation10.1021/acsnano.2c10342 ↗
18. Remarkable selective localization of modified nanoscaled carbon black and positive temperature coefficient effect in binary-polymer matrix composites10.1039/b717591d ↗
19. Thermally conductive reduced graphene oxide thin films for extreme temperature sensors10.1002/adfm.201901388 ↗
20. Flexible temperature sensors based on carbon nanomaterials10.1039/D0TB02451A ↗
21. A review of graphene-based temperature sensors10.1016/j.mee.2023.112015 ↗
22. Highly stable and stretchable conductive films through thermal‐radiation‐assisted metal encapsulation10.1002/adma.201901360 ↗
23. Bio-inspired hybrid laser direct writing of interfacial adhesion for universal functional coatings10.1002/adfm.202408354 ↗
24. Ultraflexible, large-area, physiological temperature sensors for multipoint measurements10.1073/pnas.1515650112 ↗
25. Stretchable superhydrophobic laser-induced graphene heaters with high heating rate for robust passive anti-icing and rapid active de-icing10.1016/j.cej.2025.160424 ↗
26. Flexible pyroresistive graphene composites for artificial thermosensation differentiating materials and solvent types10.1021/acsnano.1c08993 ↗
27. An in-situ hybrid laser-induced integrated sensor system with antioxidative copper10.1088/2631-7990/ad6aae ↗
28. Single‐step selective laser writing of flexible photodetectors for wearable optoelectronics10.1002/advs.201800496 ↗
29. Ultrasensitive anti-interference voice recognition by bio-inspired skin-attachable self-cleaning acoustic sensors10.1021/acsnano.9b06354 ↗
30. Recent advances in design of flexible electrodes for miniaturized supercapacitors10.1002/smtd.201900824 ↗
31. Ultrafast laser pulses enable one‐step graphene patterning on woods and leaves for green electronics10.1002/adfm.201902771 ↗
32. High-throughput manufacturing of multimodal epidermal mechanosensors with superior detectability enabled by a continuous microcracking strategy10.1002/advs.202305777 ↗
33. Advanced laser scanning for highly-efficient ablation and ultrafast surface structuring: experiment and model10.1038/s41598-018-35604-z ↗
34. Ultrafast laser direct-writing of self-organized microstructures in Ge-Sb-S chalcogenide glass10.3389/fphy.2022.883319 ↗
35. Toward integrated multifunctional laser-induced graphene-based skin-like flexible sensor systems10.1021/acsnano.4c09062 ↗
36. Fluence-dependent morphological transitions in laser-induced graphene electrodes on polyimide substrates for flexible devices10.1021/acsanm.1c00101 ↗
37. Surface morphological growth characteristics of laser-induced graphene with UV pulsed laser and sensor applications10.1021/acsmaterialslett.2c01222 ↗
38. Laser-assisted explosive synthesis and transfer of turbostratic graphene-related materials for energy conversion applications10.1038/s41699-022-00331-7 ↗
39. Lignin laser lithography: a direct‐write method for fabricating 3D graphene electrodes for microsupercapacitors10.1002/aenm.201801840 ↗
40. Double-pulse femtosecond laser fabrication of highly ordered periodic structures on au thin films enabling low-cost plasmonic applications10.1021/acsnano.5c06177 ↗
41. Direct preparation of carbon nanotube intramolecular junctions on structured substrates10.1038/srep38032 ↗
42. Probing structure and strain transfer in dry-spun carbon nanotube fibers by depth-profiled Raman spectroscopy10.1063/1.4815926 ↗
43. New insights on laser-induced graphene electrodes for flexible supercapacitors: tunable morphology and physical properties10.1088/1361-6528/aa6615 ↗
44. Transferable ultra-thin multi-level micro-optics patterned by tunable photoreduction and photoablation for hybrid optics10.1016/j.carbon.2019.04.085 ↗
45. Laser fabrication of flexible electrodes for bioelectronics10.1016/j.bios.2026.118386 ↗
46. Laser-induced graphene synthesis of Co3O4 in graphene for oxygen electrocatalysis and metal-air batteries10.1016/j.carbon.2018.07.051 ↗
47. Giant intrinsic carrier mobilities in graphene and its bilayer10.1103/PhysRevLett.100.016602 ↗
48. Temperature-dependent transport in suspended graphene10.1103/PhysRevLett.101.096802 ↗
49. High-temperature quenching of electrical resistance in graphene interconnects10.1063/1.2927371 ↗
50. Three-dimensional porous copper-graphene heterostructures with durability and high heat dissipation performance10.1038/srep12710 ↗
51. A laser-engraved wearable sensor for sensitive detection of uric acid and tyrosine in sweat10.1038/s41587-019-0321-x ↗
52. Temperature and pH sensors based on graphenic materials10.1016/j.bios.2017.01.062 ↗
53. Inkjet-printed graphene/PEDOT: PSS temperature sensors on a skin-conformable polyurethane substrate10.1038/srep35289 ↗
54. Laser direct writing of flexible thermal flow sensors10.1021/acs.nanolett.3c02891 ↗
55. Conversion of paper and xylan into laser-induced graphene for environmentally friendly sensors10.1016/j.diamond.2022.108855 ↗
56. Femtosecond laser micro-fabricated flexible sensor arrays for simultaneous mechanical and thermal stimuli detection10.1016/j.measurement.2020.108348 ↗
57. Temperature-dependent electrical properties of graphene nanoplatelets film dropped on flexible substrates10.1557/jmr.2014.109 ↗
58. Freestanding, fiber‐based, wearable temperature sensor with tunable thermal index for healthcare monitoring10.1002/adhm.201800074 ↗
59. Screen-printed flexible negative temperature coefficient temperature sensor based on polyvinyl chloride/carbon black composites10.1088/1361-665X/abd83a ↗
60. Highly linear and stable flexible temperature sensors based on laser‐induced carbonization of polyimide substrates for personal mobile monitoring10.1002/admt.202000014 ↗
61. Smart paper electronics by laser-induced graphene for biodegradable real-time food spoilage monitoring10.1016/j.apmt.2022.101589 ↗
62. Laser direct writing of carbonaceous sensors on cardboard for human health and indoor environment monitoring10.1039/D0RA02217A ↗
63. High-linearity graphene-based temperature sensor fabricated by laser writing10.1007/s10854-023-11841-5 ↗
64. Mechanically-guided structural designs in stretchable inorganic electronics10.1002/adma.201902254 ↗
65. A kirigami approach to engineering elasticity in nanocomposites through patterned defects10.1038/nmat4327 ↗
66. Kirigami-inspired strain-insensitive sensors based on atomically-thin materials10.1016/j.mattod.2019.08.013 ↗
67. Kirigami-inspired highly stretchable nanoscale devices using multidimensional deformation of monolayer MoS210.1021/acs.chemmater.8b02464 ↗
68. Curvy, shape-adaptive imagers based on printed optoelectronic pixels with a kirigami design10.1038/s41928-021-00600-1 ↗