Latest developments and trends in electronic skin devices

The skin, a vital medium for human-environment communication, stands as an indispensable and pivotal element in the realms of both production and daily life. As the landscape of science and technology undergoes gradual evolution and the demand for seamless human-machine interfaces continues to surge, an escalating need emerges for a counterpart to our biological skin - electronic skins (e-skins). Achieving high-performance sensing capabilities comparable to our skin has consistently posed a formidable challenge. In this article, we systematically outline fundamental strategies enabling e-skins with capabilities including strain sensing, pressure sensing, shear sensing, temperature sensing, humidity sensing, and self-healing. Subsequently, complex e-skin systems and current major applications were briefly introduced. We conclude by envisioning the future trajectory, anticipating continued advancements and transformative innovations shaping the dynamic landscape of e-skin technology. This article provides a profound insight into the current state of e-skins, potentially inspiring scholars to explore new possibilities.

[1]  Xia Sun,et al.  A Biomimetic "Salting Out - Alignment - Locking" Tactic to Design Strong and Tough Hydrogel. , 2024, Advanced materials.

[2]  Jia-Yue Zhu,et al.  Ultra‐Stretchable and Environmentally Resilient Hydrogels Via Sugaring‐Out Strategy for Soft Robotics Sensing , 2024, Advanced Functional Materials.

[3]  Qingbo Bao,et al.  High tensile properties, wide temperature tolerance, and DLP-printable eutectogels for microarrays wearable strain sensors , 2024, Chemical Engineering Journal.

[4]  Chao Shang,et al.  Porous nanocomposites with enhanced intrinsic piezoresistive sensitivity for bioinspired multimodal tactile sensors , 2024, Microsystems & nanoengineering.

[5]  J. Sempionatto,et al.  A physicochemical-sensing electronic skin for stress response monitoring. , 2024, Nature electronics.

[6]  Shengbo Sang,et al.  Deep‐Learning‐Assisted Thermogalvanic Hydrogel E‐Skin for Self‐Powered Signature Recognition and Biometric Authentication , 2024, Advanced Functional Materials.

[7]  A. Gaharwar,et al.  3D Printed Electronic Skin for Strain, Pressure and Temperature Sensing , 2024, Advanced Functional Materials.

[8]  Li Yuan,et al.  A skin-conformal and breathable humidity sensor for emotional mode recognition and non-contact human-machine interface , 2024, npj Flexible Electronics.

[9]  Shouhu Xuan,et al.  Bionic-leaf vein inspired breathable anti-impact wearable electronics with health monitoring, electromagnetic interference shielding and thermal management , 2024, Journal of Materials Science & Technology.

[10]  Lin Dong,et al.  Textured Nanofibers Inspired by Nature for Harvesting Biomechanical Energy and Sensing Biophysiological Signals , 2024, Nano Energy.

[11]  Yuanyuan Gao,et al.  Self‐Adhesive, Detach‐on‐Demand, and Waterproof Hydrophobic Electronic Skins with Customized Functionality and Wearability , 2023, Advanced Functional Materials.

[12]  Bin Tan,et al.  Improved Energy Harvesting Ability of Single-Layer Binary Fiber Nanocomposite Membrane for Multifunctional Wearable Hybrid Piezoelectric and Triboelectric Nanogenerator and Self-Powered Sensors. , 2023, ACS nano.

[13]  Pengbo Wan,et al.  Flexible Bioinspired Healable Antibacterial Electronics for Intelligent Human‐Machine Interaction Sensing , 2023, Advanced science.

[14]  Changhyun Pang,et al.  A Reversible, Versatile Skin‐Attached Haptic Interface Platform with Bioinspired Interconnection Architectures Capable of Resisting Sweat and Vibration , 2023, Advanced Functional Materials.

[15]  Chun-peng Wang,et al.  Skin‐Like Transparent, High Resilience, Low Hysteresis, Fatigue‐Resistant Cellulose‐Based Eutectogel for Self‐Powered E‐Skin and Human–Machine Interaction , 2023, Advanced Functional Materials.

[16]  Wuhao Zou,et al.  Skin‐Inspired Capacitive Flexible Tactile Sensor with an Asymmetric Structure for Detecting Directional Shear Forces , 2023, Advanced science.

[17]  Shicheng Fan,et al.  Liquid Metal Functionalization Innovations in Wearables and Soft Robotics for Smart Healthcare Applications , 2023, Advanced Functional Materials.

[18]  Lin Ye,et al.  A self-powered piezoelectric Poly(vinyl alcohol)/Polyvinylidene fluoride fiber membrane with alternating multilayer porous structure for energy harvesting and wearable sensors , 2023, Composites Science and Technology.

[19]  Changhao Xu,et al.  Artificial intelligence-powered electronic skin , 2023, Nat. Mac. Intell..

[20]  Deqing Mei,et al.  A Flexible Dual‐Mode Capacitive Sensor for Highly Sensitive Touchless and Tactile Sensing in Human‐Machine Interactions , 2023, Advanced Materials Technologies.

[21]  Seungyong Han,et al.  Machine-learned wearable sensors for real-time hand-motion recognition: toward practical applications , 2023, National science review.

[22]  Qichong Zhang,et al.  Intuition-and-Tactile Bimodal Sensing Based on Artificial-Intelligence-Motivated All-Fabric Bionic Electronic Skin for Intelligent Material Perception. , 2023, Small.

[23]  Xinyue Zhang,et al.  Tough and fatigue-resistant anisotropic hydrogels via fiber reinforcement and magnetic field induction , 2023, Science China Materials.

[24]  Yanni Bi,et al.  Seconds Timescale Synthesis of Highly Stretchable Antibacterial Hydrogel for Skin Wound Closure and Epidermal Strain Sensor. , 2023, Advanced healthcare materials.

[25]  Cheng-Hsin Chuang,et al.  Biocompatible, Antibacterial, and Stable Deep Eutectic Solvent-Based Ionic Gel Multimodal Sensors for Healthcare Applications. , 2023, ACS applied materials & interfaces.

[26]  Shuang Li,et al.  Stretchable Electronic Facial Masks for Skin Electroporation , 2023, Advanced Functional Materials.

[27]  zhongquan peng,et al.  Advancing the pressure sensing performance and biocompatible of conductive rGO/PEDOT/PDMS composite film for simple and efficient pressure sensor , 2023, Smart Materials and Structures.

[28]  X. Chang,et al.  Thermochromic optical/electrical hydrated ionogel with anti-freezing and self-healing ability for multimodal sensor , 2023, Composites Communications.

[29]  Xin Gao,et al.  Highly sensitive flexible strain sensor based on microstructured biphasic hydrogels for human motion monitoring , 2023, Frontiers of Materials Science.

[30]  U. Edlund,et al.  Unlocking The Power of Multicatalytic Synergistic Transformation: Towards Environmentally Adaptable Organohydrogel. , 2023, Advanced materials.

[31]  H. Tai,et al.  Electrochemical self-powered strain sensor for static and dynamic strain detections , 2023, Nano Energy.

[32]  Xiangjun Qi,et al.  Personal protective gloves with objects recognizing for rescuing in disaster , 2023, Chemical Engineering Journal.

[33]  D. Yao,et al.  Robust and Stretchable Ti3C2Tx MXene/PEI Conductive Composite Dual-Network Hydrogels for Ultrasensitive Strain Sensing , 2023, Composites Part A: Applied Science and Manufacturing.

[34]  Siwen Chen,et al.  A near-infrared light-promoted self-healing photothermally conductive polycarbonate elastomer based on Prussian blue and liquid metal for sensors. , 2023, Journal of colloid and interface science.

[35]  Wenshuai Chen,et al.  3D Printed Cellulose Nanofiber Aerogel Scaffold with Hierarchical Porous Structures for Fast Solar‐Driven Atmospheric Water Harvesting , 2023, Advanced materials.

[36]  Dingsheng Tan,et al.  Advanced Interfacial Design for Electronic Skins with Customizable Functionalities and Wearability , 2023, Advanced Functional Materials.

[37]  Zhuo-qing Yang,et al.  High-performance flexible tactile sensor enabled by multi-contact mechanism for normal and shear force measurement , 2023, Nano Energy.

[38]  Chunyuan Zhao,et al.  Machine-Learning-Based Calibration of Temperature Sensors , 2023, Sensors.

[39]  Yiqiang Zheng,et al.  Ti3C2T x quantum dots/leaf veins based sensors with ultra-broadrange high sensitivity , 2023, Journal of Physics D: Applied Physics.

[40]  K. Zhao,et al.  Mold‐Free Manufacturing of Highly Sensitive and Fast‐Response Pressure Sensors Through High‐Resolution 3D Printing and Conformal Oxidative Chemical Vapor Deposition Polymers , 2023, Advanced materials.

[41]  Ming Wang,et al.  Electronic skins with multimodal sensing and perception , 2023, Soft Science.

[42]  Yaling Wang,et al.  Recent Advances in Hydrogel‐Based Self‐Powered Artificial Skins for Human–Machine Interfaces , 2023, Adv. Intell. Syst..

[43]  Lauren D. Zarzar,et al.  Photoluminescent Humidity Sensors Based on Droplet-Enabled Porous Composite Gels , 2023, ACS Materials Letters.

[44]  H. Tai,et al.  Electrochemical humidity sensor enabled self-powered wireless humidity detection system , 2023, Nano Energy.

[45]  Yang Li,et al.  Advanced polymer materials‐based electronic skins for tactile and non‐contact sensing applications , 2023, InfoMat.

[46]  S. Agarwal,et al.  Biological Tissue-Inspired Ultrasoft, Ultrathin, and Mechanically Enhanced Microfiber Composite Hydrogel for Flexible Bioelectronics , 2023, Nano-Micro Letters.

[47]  Shuangfei Wang,et al.  Rational Design of Cellulosic Triboelectric Materials for Self-Powered Wearable Electronics , 2023, Nano-Micro Letters.

[48]  Yutian Zhu,et al.  Flexible and Transparent Electronic Skin Sensor with Sensing Capabilities for Pressure, Temperature, and Humidity. , 2023, ACS applied materials & interfaces.

[49]  Xinxing Zhang,et al.  Strong, Supertough and Self-Healing Biomimetic Layered Nanocomposites Enabled by Reversible Interfacial Polymer Chain Sliding. , 2023, Angewandte Chemie.

[50]  Shuhua Peng,et al.  Bio‐Inspired Artificial Perceptual Devices for Neuromorphic Computing and Gesture Recognition , 2023, Advanced Functional Materials.

[51]  Fengyu Li,et al.  Touchable Gustation via a Hoffmeister Gel Iontronic Sensor. , 2023, ACS nano.

[52]  Sung Woo Jeon,et al.  Wireless, multimodal sensors for continuous measurement of pressure, temperature, and hydration of patients in wheelchair , 2023, npj Flexible Electronics.

[53]  Tianyu Yu,et al.  Sandwich-structured flexible PDMS@graphene multimodal sensors capable of strain and temperature monitoring with superlative temperature range and sensitivity , 2023, Composites Science and Technology.

[54]  Xinhua Liu,et al.  Mechanically Robust and Transparent Organohydrogel‐Based E‐Skin Nanoengineered from Natural Skin , 2023, Advanced Functional Materials.

[55]  Runjun Sun,et al.  Advances in Carbon-Based Resistance Strain Sensors , 2023, ACS Applied Electronic Materials.

[56]  Xue Chen,et al.  Pencil-on-Paper Humidity Sensor Treated with NaCl Solution for Health Monitoring and Skin Characterization. , 2022, Nano letters.

[57]  Jinping Zhou,et al.  Transparent, Ultra-Stretching, Tough, Adhesive Carboxyethyl Chitin/Polyacrylamide Hydrogel Toward High-Performance Soft Electronics , 2022, Nano-Micro Letters.

[58]  Penghui Zhu,et al.  Ultrastretchable Ionogel with Extreme Environmental Resilience through Controlled Hydration Interactions , 2022, Advanced Functional Materials.

[59]  O. Rojas,et al.  Liquid metal and Mxene enable self-healing soft electronics based on double networks of bacterial cellulose hydrogels. , 2022, Carbohydrate polymers.

[60]  Jae-Min Jeong,et al.  Ultra-Fast Self-Healable Stretchable Bio-based Elastomer/Graphene Ink using Fluid Dynamics Process for Printed Wearable Sweat-Monitoring Sensor , 2022, Chemical Engineering Journal.

[61]  Minghui Zhou,et al.  Graphene-based strain sensor with sandwich structure and its application in bowel sounds monitoring , 2022, RSC advances.

[62]  Dongzhi Zhang,et al.  Recent progress of diversiform humidity sensors based on versatile nanomaterials and their prospective applications , 2022, Nano Research.

[63]  Deqing Mei,et al.  Development of robotic hand tactile sensing system for distributed contact force sensing in robotic dexterous multimodal grasping , 2022, International Journal of Intelligent Robotics and Applications.

[64]  Tong Zhang,et al.  Wearable Temperature Sensor with High Resolution for Skin Temperature Monitoring. , 2022, ACS applied materials & interfaces.

[65]  Changyu Shen,et al.  Stretchable strain sensor with high sensitivity, large workable range and excellent breathability for wearable electronic skins , 2022, Composites Science and Technology.

[66]  Takhee Lee,et al.  Smart Eutectic Gallium–Indium: From Properties to Applications , 2022, Advanced materials.

[67]  T. Someya,et al.  Gas‐Permeable Highly Sensitive Nanomesh Humidity Sensor for Continuous Measurement of Skin Humidity , 2022, Advanced Materials Technologies.

[68]  Huanyu Cheng,et al.  Multimodal Sensors with Decoupled Sensing Mechanisms , 2022, Advanced science.

[69]  Dinesh R. Gawade,et al.  Graphene-based Wearable Temperature Sensors: A Review , 2022, Materials & Design.

[70]  Han Liu,et al.  Electrospun Elastic Films Containing AgNW-Bridged MXene Networks as Capacitive Electronic Skins. , 2022, ACS applied materials & interfaces.

[71]  Xihua Cui,et al.  Wearable Ionogel-Based Fibers for Strain Sensors with Ultrawide Linear Response and Temperature Sensors Insensitive to Strain. , 2022, ACS applied materials & interfaces.

[72]  Mingjie Li,et al.  Reversible Wet‐Adhesive and Self‐Healing Conductive Composite Elastomer of Liquid Metal , 2022, Advanced Functional Materials.

[73]  P. Servati,et al.  Tough and Ultrastretchable Liquid‐Free Ion Conductor Strengthened by Deep Eutectic Solvent Hydrolyzed Cellulose Microfibers , 2022, Advanced Functional Materials.

[74]  Haizhong Guo,et al.  High‐Performance Flexible Pressure Sensor with a Self‐Healing Function for Tactile Feedback , 2022, Advanced science.

[75]  P. Poulin,et al.  Piezoelectric Fibers: Processing and Challenges. , 2022, ACS applied materials & interfaces.

[76]  Jun Song,et al.  Tunable Graphene/Nitrocellulose Temperature Alarm Sensors , 2022, ACS applied materials & interfaces.

[77]  B. Ge,et al.  Ti3C2Tx MXene-Based Flexible Piezoresistive Physical Sensors. , 2022, ACS nano.

[78]  Meilin Liu,et al.  Domain‐Engineered Flexible Ferrite Membrane for Novel Machine Learning Based Multimodal Flexible Sensing , 2022, Advanced Materials Interfaces.

[79]  Ling Zhang,et al.  Nanofiber-Reinforced Transparent, Tough, and Self-healing Substrate for an Electronic Skin with Damage Detection and Program-controlled Autonomic Repair , 2022, Nano Energy.

[80]  Zhong Lin Wang,et al.  Ultrathin, transparent, and robust self-healing electronic skins for tactile and non-contact sensing , 2022, Nano Energy.

[81]  Yongqing Fu,et al.  Ultra‐Sensitive, Deformable, and Transparent Triboelectric Tactile Sensor Based on Micro‐Pyramid Patterned Ionic Hydrogel for Interactive Human–Machine Interfaces , 2022, Advanced science.

[82]  J. Jeon,et al.  Vertical graphene on flexible substrate, overcoming limits of crack-based resistive strain sensors , 2022, npj Flexible Electronics.

[83]  Jun Chen,et al.  Wearable Pressure Sensors for Pulse Wave Monitoring , 2022, Advanced materials.

[84]  Xueyong Ren,et al.  Fire‐Retardant and Thermal‐Insulating Cellulose Nanofibril Aerogel Modified by In Situ Supramolecular Assembly of Melamine and Phytic Acid , 2022, Advanced Engineering Materials.

[85]  Xuhui Sun,et al.  Recent progress in self‐powered multifunctional e‐skin for advanced applications , 2022, Exploration.

[86]  Wen-jun Wang,et al.  Ultradurable, freeze-resistant, and healable MXene-based ionic gels for multi-functional electronic skin , 2021, Nano Research.

[87]  Guanghui Gao,et al.  Muscle-Inspired Anisotropic Hydrogel Strain Sensors. , 2021, ACS applied materials & interfaces.

[88]  Wenzheng Heng,et al.  Flexible Electronics and Devices as Human–Machine Interfaces for Medical Robotics , 2021, Advanced materials.

[89]  Wei Yang,et al.  Recent Advances in Multiresponsive Flexible Sensors towards E-skin: A Delicate Design for Versatile Sensing. , 2021, Small.

[90]  Yunping Hu,et al.  A highly stretchable natural rubber/buckypaper/natural rubber (NR/N-BP/NR) sandwich strain sensor with ultrahigh sensitivity , 2021, Advanced Composites and Hybrid Materials.

[91]  Jong-Man Kim,et al.  Simple route to performance modulation of resistive strain sensor based on strain-engineered stretchable substrate with customized hard template , 2021, Composites Science and Technology.

[92]  Meijuan Cao,et al.  Flexible Temperature Sensors , 2021, Frontiers in Chemistry.

[93]  Deqing Mei,et al.  Large‐Area Hand‐Covering Elastomeric Electronic Skin Sensor with Distributed Multifunctional Sensing Capability , 2021, Adv. Intell. Syst..

[94]  Yiming Liu,et al.  Self-powered skin electronics for energy harvesting and healthcare monitoring , 2021 .

[95]  A. Bunea,et al.  E-Skin: The Dawn of a New Era of On-Body Monitoring Systems , 2021, Micromachines.

[96]  Zhanhu Guo,et al.  Recent Progress in Essential Functions of Soft Electronic Skin , 2021, Advanced Functional Materials.

[97]  Yutian Zhu,et al.  Advances in transparent and stretchable strain sensors , 2021, Advanced Composites and Hybrid Materials.

[98]  Terry Tao Ye,et al.  Coolmax/graphene-oxide functionalized textile humidity sensor with ultrafast response for human activities monitoring , 2021 .

[99]  A. Hussain,et al.  Flexible Capacitive Pressure Sensors: Recent Progress on Flexible Capacitive Pressure Sensors: From Design and Materials to Applications (Adv. Mater. Technol. 4/2021) , 2021 .

[100]  Xiaodong Chen,et al.  Fusing Stretchable Sensing Technology with Machine Learning for Human–Machine Interfaces , 2021, Advanced Functional Materials.

[101]  Yuanxiang Xiao,et al.  Disulfide bond and Diels–Alder reaction bond hybrid polymers with high stretchability, transparency, recyclability, and intrinsic dual healability for skin-like tactile sensing , 2021, Journal of Materials Chemistry A.

[102]  Huarong Nie,et al.  High‐Performance Stretchable Strain Sensor Based on Ag Nanoparticles Sandwiched between Two 3D‐Printed Polyurethane Fibrous Textiles , 2021, Advanced Electronic Materials.

[103]  S. van Dijken,et al.  Bioinspired multisensory neural network with crossmodal integration and recognition , 2021, Nature Communications.

[104]  David-Wei Zhang,et al.  Spider Web-like Flexible Tactile Sensor for Pressure-Strain Simultaneous Detection. , 2021, ACS applied materials & interfaces.

[105]  Gang Zhao,et al.  Recent Progress in Flexible Pressure Sensors Based Electronic Skin , 2021, Advanced Engineering Materials.

[106]  D. Wei,et al.  Microconformal electrode-dielectric integration for flexible ultrasensitive robotic tactile sensing , 2021 .

[107]  Chih-Wei Chiu,et al.  Facile Fabrication of a Stretchable and Flexible Nanofiber Carbon Film-Sensing Electrode by Electrospinning and Its Application in Smart Clothing for ECG and EMG Monitoring , 2021 .

[108]  Zhengbao Yang,et al.  Skin‐Inspired Piezoelectric Tactile Sensor Array with Crosstalk‐Free Row+Column Electrodes for Spatiotemporally Distinguishing Diverse Stimuli , 2021, Advanced science.

[109]  Huanxi Zheng,et al.  Dopamine-Triggered Hydrogels with High Transparency, Self-Adhesion, and Thermoresponse as Skinlike Sensors. , 2021, ACS nano.

[110]  Jonghwa Park,et al.  Bioinspired Gradient Conductivity and Stiffness for Ultrasensitive Electronic Skins. , 2020, ACS nano.

[111]  W. Wen,et al.  In situ assembly of a wearable capacitive sensor with a spine-shaped dielectric for shear-pressure monitoring , 2020 .

[112]  Yu Han,et al.  Mixed-dimensional MXene-hydrogel heterostructures for electronic skin sensors with ultrabroad working range , 2020, Science Advances.

[113]  Zhanan Zou,et al.  Heterogeneous integration of rigid, soft, and liquid materials for self-healable, recyclable, and reconfigurable wearable electronics , 2020, Science Advances.

[114]  Xinxing Zhang,et al.  Ultrarobust, tough and highly stretchable self-healing materials based on cartilage-inspired noncovalent assembly nanostructure , 2020, Nature Communications.

[115]  Yongqian Li,et al.  Development and Application of Resistance Strain Force Sensors , 2020, Sensors.

[116]  Chuan Ning,et al.  Stretchable, Washable, and Ultrathin Triboelectric Nanogenerators as Skin‐Like Highly Sensitive Self‐Powered Haptic Sensors , 2020, Advanced Functional Materials.

[117]  Wei Yang,et al.  Multifunctional and highly sensitive piezoresistive sensing textile based on a hierarchical architecture , 2020 .

[118]  Jiabing Fan,et al.  Inspired by Nature: Facile Design of Nanoclay–Organic Hydrogel Bone Sealant with Multifunctional Properties for Robust Bone Regeneration , 2020, Advanced functional materials.

[119]  Fang-Cheng Huang,et al.  An adaptive ionic skin with multiple stimulus responses and moist-electric generation ability , 2020 .

[120]  Dongping Wu,et al.  Flexible Capacitive Humidity Sensors Based on Ionic Conductive Wood-derived Cellulose Nanopapers. , 2020, ACS applied materials & interfaces.

[121]  Ming Wang,et al.  Multifunctional polydimethylsiloxane foam with multi-walled carbon nanotube and thermo-expandable microsphere for temperature sensing, microwave shielding and piezoresistive sensor , 2020 .

[122]  Lina Zhang,et al.  Highly stretchable, transparent cellulose/PVA composite hydrogel for multiple sensing and triboelectric nanogenerators , 2020 .

[123]  Chuanhui Xu,et al.  Strengthened, Antibacterial and Conductive Flexible Film for Humidity and Strain Sensor. , 2020, ACS applied materials & interfaces.

[124]  Qingliang Liao,et al.  Highly Robust and Self-Powered Electronic Skin Based on Tough Conductive Self-Healing Elastomer. , 2020, ACS nano.

[125]  H. Toshiyoshi,et al.  A Temperature Sensor with A Water-Dissolvable Ionic Gel for Ionic Skin. , 2020, ACS applied materials & interfaces.

[126]  Tianqi Li,et al.  Mechanically Robust, Elastic, and Healable Ionogels for Highly Sensitive Ultra‐Durable Ionic Skins , 2020, Advanced materials.

[127]  Ankit,et al.  Directed Assembly of Liquid Metal–Elastomer Conductors for Stretchable and Self‐Healing Electronics , 2020, Advanced materials.

[128]  M. Urban,et al.  Self-healing polymers , 2020, Nature Reviews Materials.

[129]  Xiaodong Chen,et al.  A bioinspired stretchable membrane-based compliance sensor , 2020, Proceedings of the National Academy of Sciences.

[130]  G. Shen,et al.  A self-healable bifunctional electronic skin. , 2020, ACS applied materials & interfaces.

[131]  Seung Hwan Ko,et al.  A deep-learned skin sensor decoding the epicentral human motions , 2020, Nature Communications.

[132]  Xiangli Liu,et al.  Integrated Resistive-Capacitive Strain Sensors Based on Polymer–Nanoparticle Composites , 2020 .

[133]  Chun H. Wang,et al.  A Multimodal Capacitive and Piezoresistive Sensor for Simultaneous Measurement of Multiple Forces. , 2020, ACS applied materials & interfaces.

[134]  J. Park,et al.  Wearable Capacitive Pressure Sensor Based on MXene Composite Nanofibrous Scaffolds for Reliable Human Physiological Signal Acquisition. , 2020, ACS applied materials & interfaces.

[135]  Xin Yan,et al.  Progress in achieving high-performance piezoresistive and capacitive flexible pressure sensors: A review , 2020 .

[136]  Nan Liu,et al.  Anti‐liquid‐Interfering and Bacterially Antiadhesive Strategy for Highly Stretchable and Ultrasensitive Strain Sensors Based on Cassie‐Baxter Wetting State , 2020, Advanced Functional Materials.

[137]  Xi Xie,et al.  Ultrasensitive and Stretchable Temperature Sensor Based on Thermally Stable and Self-Healing Organohydrogels. , 2020, ACS applied materials & interfaces.

[138]  H. Haick,et al.  A Multifunctional Electronic Skin Empowered with Damage Mapping and Autonomic Acceleration of Self‐Healing in Designated Locations , 2020, Advanced materials.

[139]  Lei Jiang,et al.  Transparent, mechanically robust, and ultrastable ionogels enabled by hydrogen bonding between elastomers and ionic liquids , 2020, Materials Horizons.

[140]  Wei Chen,et al.  Poly(ionic liquid) hydrogel-based anti-freezing ionic skin for a soft robotic gripper , 2020 .

[141]  Yiyu Feng,et al.  Highly Transparent, Self-Healable, and Adhesive Organogels for Bio-Inspired Intelligent Ionic Skins. , 2020, ACS applied materials & interfaces.

[142]  Bin Ding,et al.  Highly shape adaptive fiber based electronic skin for sensitive joint motion monitoring and tactile sensing , 2020 .

[143]  Xihua Cui,et al.  Natural sunlight-actuated shape memory materials with reversible shape change and self-healing abilities based on carbon nanotubes filled conductive polymer composites , 2020 .

[144]  Changyu Shen,et al.  Flexible and wearable carbon black/thermoplastic polyurethane foam with a pinnate-veined aligned porous structure for multifunctional piezoresistive sensors , 2020 .

[145]  G. Alici,et al.  Environmentally friendly and biodegradable ultra-sensitive piezoresistive sensors for wearable electronics applications. , 2020, ACS applied materials & interfaces.

[146]  Lina Zhang,et al.  Flexible and Transparent Cellulose Based Ionic Film as Humidity Sensor. , 2020, ACS applied materials & interfaces.

[147]  Kaiyong Cai,et al.  A review of electronic skin: soft electronics and sensors for human health. , 2020, Journal of materials chemistry. B.

[148]  Wenjing Yue,et al.  Highly Morphology-Controllable and Highly Sensitive Capacitive Tactile Sensor Based on Epidermis-Dermis-Inspired Interlocked Asymmetric-Nanocone Arrays for Detection of Tiny Pressure. , 2019, Small.

[149]  Meifang Zhu,et al.  Conductive Self-healing Nanocomposite Hydrogel Skin Sensors with Anti-freezing and Thermo-responsiveness. , 2019, ACS applied materials & interfaces.

[150]  R. Zhu,et al.  Temperature and Strain Compensation for Flexible Sensors based on Thermosensation. , 2019, ACS applied materials & interfaces.

[151]  Wei Huang,et al.  Muscle-Inspired Self-Healing Hydrogels for Strain and Temperature Sensor. , 2019, ACS nano.

[152]  Zhuo Kang,et al.  Self-powered flexible antibacterial tactile sensor based on triboelectric-piezoelectric-pyroelectric multi-effect coupling mechanism , 2019 .

[153]  Yun Liang,et al.  A self-protective, reproducible textile sensor with high performance towards human–machine interactions , 2019, Journal of Materials Chemistry A.

[154]  Hong Liu,et al.  High‐Resolution Patterning of Liquid Metal on Hydrogel for Flexible, Stretchable, and Self‐Healing Electronics , 2019, Advanced Electronic Materials.

[155]  Wei Guo,et al.  Bioinspired Triboelectric Nanogenerators as Self‐Powered Electronic Skin for Robotic Tactile Sensing , 2019, Advanced Functional Materials.

[156]  S. Ko,et al.  Sensitive Wearable Temperature Sensor with Seamless Monolithic Integration , 2019, Advanced materials.

[157]  Sungwon Lee,et al.  Breathable Nanomesh Humidity Sensor for Real-time Skin Humidity Monitoring. , 2019, ACS applied materials & interfaces.

[158]  Bingyun Li,et al.  Tough but self-healing and 3D printable hydrogels for E-skin, E-noses and laser controlled actuators , 2019, Journal of Materials Chemistry A.

[159]  Chengyu Li,et al.  Progress in the brain–computer interface: an interview with Bin He , 2019, National science review.

[160]  Zhanhu Guo,et al.  An overview of stretchable strain sensors from conductive polymer nanocomposites , 2019, Journal of Materials Chemistry C.

[161]  Liming Miao,et al.  Skin Inspired Humidity and Pressure Sensor with Wrinkle-on-Sponge Structure. , 2019, ACS applied materials & interfaces.

[162]  Zhenan Bao,et al.  Electronic Skin: Recent Progress and Future Prospects for Skin‐Attachable Devices for Health Monitoring, Robotics, and Prosthetics , 2019, Advanced materials.

[163]  Soo-Chul Lim,et al.  Flexible Multimodal Sensors for Electronic Skin: Principle, Materials, Device, Array Architecture, and Data Acquisition Method , 2019, Proceedings of the IEEE.

[164]  Yong Zhu,et al.  Nanomaterial‐Enabled Flexible and Stretchable Sensing Systems: Processing, Integration, and Applications , 2019, Advanced materials.

[165]  Jing Liu,et al.  Magnetic Liquid Metal (Fe‐EGaIn) Based Multifunctional Electronics for Remote Self‐Healing Materials, Degradable Electronics, and Thermal Transfer Printing , 2019, Advanced science.

[166]  Shaoyu Liu,et al.  A stretchable dual-mode sensor array for multifunctional robotic electronic skin , 2019, Nano Energy.

[167]  J. Y. Sim,et al.  Highly Uniform and Low Hysteresis Piezoresistive Pressure Sensors Based on Chemical Grafting of Polypyrrole on Elastomer Template with Uniform Pore Size. , 2019, Small.

[168]  Guihua Yu,et al.  Conductive MXene Nanocomposite Organohydrogel for Flexible, Healable, Low‐Temperature Tolerant Strain Sensors , 2019, Advanced Functional Materials.

[169]  John A Rogers,et al.  Multimodal Sensing with a Three-Dimensional Piezoresistive Structure. , 2019, ACS nano.

[170]  G. Zou,et al.  Self-Powered, Rapid-Response, and Highly Flexible Humidity Sensors Based on Moisture-Dependent Voltage Generation. , 2019, ACS applied materials & interfaces.

[171]  Haiping Du,et al.  Liquid metal-filled magnetorheological elastomer with positive piezoconductivity , 2019, Nature Communications.

[172]  Changsoon Choi,et al.  Bioinspired Hairy Skin Electronics for Detecting the Direction and Incident Angle of Airflow. , 2019, ACS applied materials & interfaces.

[173]  Lihui Chen,et al.  An integrated transparent, UV-filtering organohydrogel sensor via molecular-level ion conductive channels , 2019, Journal of Materials Chemistry A.

[174]  Cheul‐Ro Lee,et al.  Transparent, pressure-sensitive, and healable e-skin from a UV-cured polymer comprising dynamic urea bonds , 2019, Journal of Materials Chemistry A.

[175]  Dagmar R. D’hooge,et al.  Designing formulation variables of extrusion-based manufacturing of carbon black conductive polymer composites for piezoresistive sensing , 2019, Composites Science and Technology.

[176]  Changyu Shen,et al.  Significant Stretchability Enhancement of a Crack-Based Strain Sensor Combined with High Sensitivity and Superior Durability for Motion Monitoring. , 2019, ACS applied materials & interfaces.

[177]  H. Fong,et al.  Recent Advances in Flexible and Wearable Pressure Sensors Based on Piezoresistive 3D Monolithic Conductive Sponges. , 2019, ACS applied materials & interfaces.

[178]  Teng Fei,et al.  Ultrafast Response Polyelectrolyte Humidity Sensor for Respiration Monitoring. , 2019, ACS applied materials & interfaces.

[179]  Nasser Kehtarnavaz,et al.  Action Detection and Recognition in Continuous Action Streams by Deep Learning-Based Sensing Fusion , 2018, IEEE Sensors Journal.

[180]  Oussama Khatib,et al.  A hierarchically patterned, bioinspired e-skin able to detect the direction of applied pressure for robotics , 2018, Science Robotics.

[181]  Shaohui Li,et al.  A Stretchable and Self‐Healing Energy Storage Device Based on Mechanically and Electrically Restorative Liquid‐Metal Particles and Carboxylated Polyurethane Composites , 2018, Advanced materials.

[182]  Dipankar Mandal,et al.  Synergistically enhanced piezoelectric output in highly aligned 1D polymer nanofibers integrated all-fiber nanogenerator for wearable nano-tactile sensor , 2018, Nano Energy.

[183]  Hua Li,et al.  Strain sensing behaviors of stretchable conductive polymer composites loaded with different dimensional conductive fillers , 2018, Composites Science and Technology.

[184]  Yu Song,et al.  Hybrid porous micro structured finger skin inspired self-powered electronic skin system for pressure sensing and sliding detection , 2018, Nano Energy.

[185]  Francisco Molina-Lopez,et al.  An integrated self-healable electronic skin system fabricated via dynamic reconstruction of a nanostructured conducting network , 2018, Nature Nanotechnology.

[186]  Yezhou Yang,et al.  Multilayer Graphene Epidermal Electronic Skin. , 2018, ACS nano.

[187]  Hengchang Bi,et al.  A Highly Skin-Conformal and Biodegradable Graphene-Based Strain Sensor , 2018, Small Methods.

[188]  Yezhou Yang,et al.  An ultrasensitive strain sensor with a wide strain range based on graphene armour scales. , 2018, Nanoscale.

[189]  Nitish V. Thakor,et al.  Prosthesis with neuromorphic multilayered e-dermis perceives touch and pain , 2018, Science Robotics.

[190]  Wei Tang,et al.  Self ‐Powered Insole Plantar Pressure Mapping System , 2018, Advanced Functional Materials.

[191]  Carmel Majidi,et al.  An autonomously electrically self-healing liquid metal–elastomer composite for robust soft-matter robotics and electronics , 2018, Nature Materials.

[192]  Dong-Min Kim,et al.  Smart Passivation Materials with a Liquid Metal Microcapsule as Self‐Healing Conductors for Sustainable and Flexible Perovskite Solar Cells , 2018 .

[193]  Ignaz Eisele,et al.  Polyimide-Based Capacitive Humidity Sensor , 2018, Sensors.

[194]  Sung Youb Kim,et al.  Tailoring force sensitivity and selectivity by microstructure engineering of multidirectional electronic skins , 2018, NPG Asia Materials.

[195]  Zhong Lin Wang,et al.  Skin-inspired highly stretchable and conformable matrix networks for multifunctional sensing , 2018, Nature Communications.

[196]  Chunya Wang,et al.  An All-Silk-Derived Dual-Mode E-skin for Simultaneous Temperature-Pressure Detection. , 2017, ACS applied materials & interfaces.

[197]  Lili Wang,et al.  Ultrasensitive and ultraflexible e-skins with dual functionalities for wearable electronics , 2017 .

[198]  Shinya Kano,et al.  Fast-Response and Flexible Nanocrystal-Based Humidity Sensor for Monitoring Human Respiration and Water Evaporation on Skin. , 2017, ACS sensors.

[199]  Woo Seok Lee,et al.  Engineering the Charge Transport of Ag Nanocrystals for Highly Accurate, Wearable Temperature Sensors through All-Solution Processes. , 2017, Small.

[200]  Xin Ding,et al.  Review of Flexible Temperature Sensing Networks for Wearable Physiological Monitoring , 2017, Advanced healthcare materials.

[201]  Chun Li,et al.  Transparent, flexible, and stretchable WS2 based humidity sensors for electronic skin. , 2017, Nanoscale.

[202]  H. Haick,et al.  Advanced Materials for Use in Soft Self‐Healing Devices , 2017, Advanced materials.

[203]  Yan Xu,et al.  Porous Ionic Membrane Based Flexible Humidity Sensor and its Multifunctional Applications , 2017, Advanced science.

[204]  Saleh A. Al-Sayari,et al.  Highly Sensitive Pressure Sensor Based on Bioinspired Porous Structure for Real‐Time Tactile Sensing , 2016 .

[205]  Di Zhou,et al.  Piezoelectric Active Humidity Sensors Based on Lead-Free NaNbO3 Piezoelectric Nanofibers , 2016, Sensors.

[206]  Xiaochen Ren,et al.  A Low‐Operating‐Power and Flexible Active‐Matrix Organic‐Transistor Temperature‐Sensor Array , 2016, Advanced materials.

[207]  Joong Tark Han,et al.  Stretchable and Multimodal All Graphene Electronic Skin , 2016, Advanced materials.

[208]  I. Park,et al.  Stretchable, Skin‐Mountable, and Wearable Strain Sensors and Their Potential Applications: A Review , 2016 .

[209]  Jonghwa Park,et al.  Bioinspired Interlocked and Hierarchical Design of ZnO Nanowire Arrays for Static and Dynamic Pressure‐Sensitive Electronic Skins , 2015 .

[210]  Ja Hoon Koo,et al.  Conductive Fiber‐Based Ultrasensitive Textile Pressure Sensor for Wearable Electronics , 2015, Advanced materials.

[211]  Wenbin Du,et al.  Integrating Ultra‐Thermal‐Sensitive Fluids into Elastomers for Multifunctional Flexible Sensors , 2015 .

[212]  Chanseok Lee,et al.  Ultrasensitive mechanical crack-based sensor inspired by the spider sensory system , 2014, Nature.

[213]  Sung Youb Kim,et al.  Tactile-direction-sensitive and stretchable electronic skins based on human-skin-inspired interlocked microstructures. , 2014, ACS nano.

[214]  Eric V. Eason,et al.  Tunable Flexible Pressure Sensors using Microstructured Elastomer Geometries for Intuitive Electronics , 2014 .

[215]  Meifang Zhu,et al.  Highly Conductive, Flexible, and Compressible All‐Graphene Passive Electronic Skin for Sensing Human Touch , 2014, Advanced materials.

[216]  Ji Hoon Kim,et al.  Reverse‐Micelle‐Induced Porous Pressure‐Sensitive Rubber for Wearable Human–Machine Interfaces , 2014, Advanced materials.

[217]  Sung Youb Kim,et al.  Giant tunneling piezoresistance of composite elastomers with interlocked microdome arrays for ultrasensitive and multimodal electronic skins. , 2014, ACS nano.

[218]  T. Trung,et al.  A Flexible Bimodal Sensor Array for Simultaneous Sensing of Pressure and Temperature , 2014, Advanced materials.

[219]  Benjamin C. K. Tee,et al.  25th Anniversary Article: The Evolution of Electronic Skin (E‐Skin): A Brief History, Design Considerations, and Recent Progress , 2013, Advanced materials.

[220]  Zhibin Yu,et al.  User-interactive electronic skin for instantaneous pressure visualization. , 2013, Nature materials.

[221]  D. Ginty,et al.  The Sensory Neurons of Touch , 2013, Neuron.

[222]  Benjamin C. K. Tee,et al.  Flexible polymer transistors with high pressure sensitivity for application in electronic skin and health monitoring , 2013, Nature Communications.

[223]  Z. Bao,et al.  Flexible Wireless Temperature Sensors Based on Ni Microparticle‐Filled Binary Polymer Composites , 2013, Advanced materials.

[224]  Sung-hoon Ahn,et al.  A flexible and highly sensitive strain-gauge sensor using reversible interlocking of nanofibres. , 2012, Nature materials.

[225]  Yang Li,et al.  Polyelectrolyte Multilayers Impart Healability to Highly Electrically Conductive Films , 2012, Advanced materials.

[226]  Martha E. Grady,et al.  Autonomic Restoration of Electrical Conductivity , 2012, Advanced materials.

[227]  Benjamin C. K. Tee,et al.  Skin-like pressure and strain sensors based on transparent elastic films of carbon nanotubes. , 2011, Nature nanotechnology.

[228]  Andrew G. Gillies,et al.  Nanowire active-matrix circuitry for low-voltage macroscale artificial skin. , 2010, Nature materials.

[229]  G. Whitesides,et al.  Eutectic Gallium‐Indium (EGaIn): A Liquid Metal Alloy for the Formation of Stable Structures in Microchannels at Room Temperature , 2008 .

[230]  V. Lumelsky,et al.  Sensitive skin , 2000, IEEE Sensors Journal.

[231]  H. Tai,et al.  Amorphous carbon material of daily carbon ink: emerging applications in pressure, strain, and humidity sensors , 2023, Journal of Materials Chemistry C.

[232]  Runhui Zhou,et al.  Temperature Decoupling of a Hydrogel‐Based Strain Sensor under a Dynamic Temperature Field , 2023 .

[233]  Chuang Hou,et al.  Borophene and BC2N quantum dots heterostructures: Ultrasensitive humidity sensing and multifunctional applications , 2023, Journal of Materials Chemistry A.

[234]  Man Xi,et al.  Thermochromic and Conductive Hydrogels with Tunable Temperature Sensitivity for Dual Sensing of Temperature and Human Motion , 2023, Journal of Materials Chemistry C.

[235]  Haibo Wang,et al.  Skin-inspired Antibacterial Conductive Hydrogels Customized for Wireless Flexible Sensor and Collaborative Wound Healing , 2023, Journal of Materials Chemistry A.

[236]  Eun Seong Kim,et al.  Hybrid Electronic Skin Combining Triboelectric Nanogenerator and Humidity Sensor for Contact and Non-Contact Sensing , 2022, SSRN Electronic Journal.

[237]  Hongmiao Tian,et al.  Self-healing and stretchable conductor based on embedded liquid metal patterns within imprintable dynamic covalent elastomer , 2022, Journal of Materials Chemistry C.

[238]  Zhuguo Li,et al.  Flexible Capacitive Pressure Sensors for Wearable Electronics , 2022, Journal of Materials Chemistry C.

[239]  G. Tai,et al.  Synthesis of borophene on quartz toward hydroelectric generator , 2022, Journal of Materials Chemistry A.

[240]  G. Tai,et al.  Ultrasensitive humidity sensing and the multifunctional applications of borophene–MoS2 heterostructures , 2021 .

[241]  Yutian Zhu,et al.  Flexible, transparent, and antibacterial ionogels toward highly sensitive strain and temperature sensors , 2021 .

[242]  Min Yi,et al.  Graphene-based pressure sensor and strain sensor for detecting human activities , 2021 .