科研成果

2026
Ma C, Chen Y, Yuan Y, Xia T, Ye H, Li W, Hu Y. High-Performance Integrated Pressure Sensors via Microstructured Electrodes Coupled With Floating-Gate CNT Transistors. IEEE Electron Device Letters. 2026;47:152-155.Abstract
Transistor-integrated flexible pressure sensors have received considerable interest in emerging fields such as humanoid robotics, prosthetics, and implantable electronics. However, existing designs for these integrated sensors often exhibit a trade-off between pressure response and operating voltage, thus significantly limiting their practical applications. In this letter, we report a unique device design of integrated pressure sensors based on deformable microstructured electrodes capacitively coupled with floating-gate carbon nanotube transistors. The microstructured electrodes can dramatically enhance the pressure-introduced electrostatic control of the transistor, enabling a substantial improvement in the transduced pressure response at low operating voltages. With this unique design, we achieve a high pressure response of $10^5$ and an ultrahigh sensitivity up to $10^4 \text kPa^\text - 1$ at a low operating voltage below 3 V, which holds great promise for the development of advanced functionalized flexible electronics.
Zhao Z, Tang S, Lin L, Gan L, Jin M, Zhang H, Xu R, Zhu R, Li X, Yue J, et al. Auxiliary sleep-respiratory monitoring system based on printed electronic skin for comfortable medical diagnosis. Nano Energy [Internet]. 2026;152:111916. 访问链接Abstract
Traditional polysomnography (PSG) systems are limited by cumbersome hardware, inefficient clinical workflows, and significant patient discomfort, hindering accurate characterization of natural sleep. Here, we present a wearable sleep-breathing monitoring system based on a printed electronic skin (E-skin) sensor that enables comfortable, high-fidelity, and home-viable respiratory assessment. The device employs a resistive eutectic gallium-indium-tin (EGaInSn) liquid-metal sensing layer screen-printed onto a flexible thermoplastic polyurethane (TPU) substrate, offering stable sensitivity over a broad dynamic range, mechanical robustness, and seamless skin conformability for long-term wear. A six-channel sensing network was implemented to capture thoracic and abdominal respiratory dynamics across diverse sleeping positions. Comprehensive clinical validation was conducted against gold-standard PSG, with respiratory events independently scored by Registered Polysomnographic Technologists (RPSGTs) under single-blind conditions. The system demonstrates high concordance with PSG in identifying obstructive and central sleep apnea, hypopnea, Cheyne–Stokes respiration, and respiratory rate abnormalities. By integrating flexible electronics and clinically aligned signal interpretation, this work advances wearable health technologies from conventional physiological monitoring toward credible diagnostic capability, providing a practical solution for continuous, accurate evaluation of sleep-related breathing disorders.
Huang R, Wang Y, Long G, Zhang Z, Wang T, Fang Z, Chen Y, Wang W, Bai T, Xi M, et al. Flexible amplifier with >100-dB voltage gain enabled by intrinsic gain singularity of carbon nanotube transistors. Science Advances [Internet]. 2026;12:eaeb5852. 访问链接Abstract
For biointegrated flexible systems that acquire and process electrophysiological signals, amplifying weak biosignals from their original low amplitudes (ranging from microvolt to millivolt) to volt-level is essential for subsequent processing. Achieving this level of amplification requires a high voltage gain (>105 or 100 decibels for microvolt signals). However, realizing such gain in flexible circuits remains highly challenging because of constrained integration scale and limits in feasible circuit topologies. Here, we report flexible amplifiers that achieve ultrahigh gain by leveraging intrinsic gain singularities induced by negative differential resistance (NDR) effect in carbon nanotube–based transistors. The NDR behavior is investigated under various factors, including contacts, gate structures, and channel lengths. Guided by insights into the correlations between NDR characteristics and device-level parameters, a device-circuit codesign approach is implemented to build a flexible amplifier achieving a record-high gain of 104 decibels among all reported flexible amplifiers, with successful demonstration of electroencephalogram signals amplification. A carbon nanotube–based flexible amplifier achieves >100-dB voltage gain, demonstrating EEG signal amplification.
2025
Ma C, Ye H, Shi X, Chen Y, Liu Y, Qin L, Gan L, Xia F, Long G, Jiang X, et al. Contact-dominated localized electric-displacement-field-enhanced pressure sensing. Nature Communications [Internet]. 2025;16:8034. 访问链接Abstract
Pressure sensors, especially the typical capacitive sensors that feature low power consumption, have drawn considerable interest in emerging and rapidly growing fields such as flexible electronics and humanoid robots, but often suffer from limited performance. Here, we report a contact-dominated design for capacitive pressure sensors to dramatically improve the sensing response and linearity over a broad pressure range. This design is implemented by utilizing hierarchical microstructured electrodes made of robust conductive composites with metallic coverage and layered dielectrics with high unit-area capacitance to realize localized electric-displacement-field-enhanced capacitance change. We demonstrate a significant improvement in pressure response beyond 3000 and a sensing range exceeding 1 MPa, particularly with a near-linear response (optimized R2 of 0.9998) and high sensitivity of 9.22 kPa−1 in a wide pressure range of 0–100 kPa. Moreover, we present that the integration of the contact-dominated sensor with floating-gate low-dimensional semiconductor transistors can provide a transduced electrical response of \textasciitilde4 × 105 at a low operating voltage of 2.66 V due to the greatly enhanced pressure response. We also demonstrate the potential applications of our sensor in fluid physical property evaluation and precise dynamic control of a robotic arm for manipulation tasks.
Xia T, Xia F, Wang Y, Xiang L, Ma C, Chen X, Liang X, Peng L-M, Hu Y. Reconfigurable Flexible Complementary Circuits Based on Polarity-Configurable Carbon Nanotube Transistors. ACS Nano [Internet]. 2025;19:21169-21178. 访问链接Abstract
Functional configurability is highly desired for flexible electronics to serve ever-changing and diverse application scenarios. In complementary metal–oxide–semiconductor (CMOS) logic circuits, functional configurations can be achieved at the most basic device level by modulating the P/N polarity of the field-effect transistors. The intrinsic ambipolarity of low-dimensional materials provides the possibility of configuring the polarity of the constructed transistors by selectively injecting carriers on demand with proper methodologies. In this study, we propose a strategy based on carbon nanotubes (CNTs), with the initial devices functioning as conventional p-type thin film transistors (TFTs), that achieves polarity configuration through reversible electrostatic doping by applying and removing a polymer doping layer on the channel area covered with a Y2O3 passivation layer. This method exhibits favorable characteristics, including high performance comparable to those of conventional devices under normal operation conditions, good P/N symmetry, large-scale uniformity, nonvolatile features, and robust stability. The resultant configurable TFTs facilitate the construction of a CMOS inverter with a rail-to-rail output and a high voltage gain exceeding 40. Basic circuit components such as diodes, rectifiers, and logic gates are constructed with reconfigurable functionalities. To illustrate its potential, we designed a reconfigurable CMOS circuit module that can be optionally programmed into four different functions─NAND, NOR, XOR, and XNOR, which can serve as a building block for constructing more complex reconfigurable integrated circuits, applicable in fields such as hardware security and adaptive monitoring.
Hu Y. Application-driven innovations in nanodevices for next-generation transistors, neuromorphic computing, neural interface and quantum computing. Frontiers in Nanotechnology [Internet]. 2025;Volume 7 - 2025. 访问链接Abstract
The demand for aggressive scaling in integrated circuits technology has been a primary driving force behind the rapid advancement of nanotechnology, leading to groundbreaking innovations in nanoscience, engineering, and technology. Initially, the unique phenomena observed at nanoscale enable innovative applications in nanodevices. Now, as our understanding has greatly developed, nanodevices are increasingly being leveraged to provide solutions for a growing range of applications. In this perspective, several key areas are featured that are proposed to benefit significantly from advancements in nanodevices.
Long G, Wang Y, Bai T, Li W, Zhang P, Deng X, Cai X, Xi M, Lin Y, Cheng X, et al. Super-saturated complementary carbon nanotube transistors with intrinsic gain singularities. Nature Communications [Internet]. 2025;16:3390. 访问链接Abstract
Digital-driven scaling poses significant problems to analog circuits because scaling severely deteriorates transistor current saturation, significantly degrading the intrinsic gain. Special material properties of emerging low-dimensional semiconductors trigger the possibility of providing solutions. We report complementary carbon nanotube thin-film transistors with negative differential resistance-induced current super-saturation for high, exponentially variable intrinsic gain with immunity against degradation during scaling. Current super-saturation at the negative-to-positive differential resistance transition boundary provides intrinsic gain singularities. The large-window, gate-modulated negative differential resistance behavior derived from carbon nanotube’s characteristics enables its practical utilization in circuits. When approaching the singularity, we record that the intrinsic gain varies by orders of magnitude, ranging from 102 to 106 at different operation points. We further demonstrate high and exponentially variable gain in an operational amplifier, showing a tunable single-stage gain ranging from 35 to 60 decibels.
2024
Wang Y, Wang T, Xiang L, Huang R, Long G, Wang W, Xi M, Tian J, Li W, Deng X, et al. Sub–180-nanometer-thick ultraconformable high-performance carbon nanotube–based dual-gate transistors and differential amplifiers. Science Advances [Internet]. 2024;10:eadq6022. 访问链接Abstract
There is increased interest in ultrathin flexible devices with thicknesses of <1 micrometers due to excellent conformability toward advanced laminated bioelectronics. However, because of limitations in materials, device structure, and fabrication methodology, the performance of these ultrathin devices and circuits is insufficient to support higher-level applications. Here, we report high-performance carbon nanotube–based thin-film transistors (TFTs) and differential amplifiers on ultrathin polyimide films with a total thickness of <180 nanometers. A dual-gate structure is introduced to guarantee excellent gate control efficiency and mechanical stability of the ultrathin TFTs, which exhibit high transconductance (8.96 microsiemens per micrometer), high mobility (127 square centimeters per volt per second), and steep subthreshold swing (84 millivolts per decade), and can sustain a bending radius of curvature of <10 micrometers. The differential amplifier achieves the highest gain-bandwidth product (1.83 megahertz) among flexible differential amplifiers, enabling higher-gain amplification of weak signals over an extended frequency spectrum that is demonstrated by amplification of electromyography signals in situ. Ultrathin, high-performance CNT-based electronics have the ability to amplify electromyography signals in situ.
Wang Y, Huang R, Wang W, Hu Y. Intrinsically stretchable electronics with high performance and large integration scale. Science Bulletin [Internet]. 2024;69:1813-1815. 访问链接
Zhao Z, Hu Y. Textile Triboelectric Nanogenerator: Future Smart Wearable Energy-Integration Technology. Advanced Materials Technologies [Internet]. 2024;9:2302012. 访问链接Abstract
Abstract Triboelectric nanogenerator (TENG) technology based on the coupling of triboelectric effect and electrostatic induction has shown great potential in the energy-integration field. In recent years, the emerging of textile triboelectric nanogenerators (t-TENGs) has enabled the rapid development of wearable energy-integration technologies. The efficient mechanical energy harvesting and self-powered sensing capabilities of TENGs and the advantages of textiles can be combined to create t-TENGs for the construction of smart fabrics. Herein, a comprehensive review of t-TENGs is presented. This review begins from the working mechanism of conventional TENGs, after which the construction of triboelectric layers with fibers, yarns, and fabrics is discussed. Then, the different working modes of t-TENGs derived from TENGs, the critical features of t-TENGs and power management strategies are discussed. Finally, this review ends with a description of the recent progress in typical wearable applications based on t-TENGs. The light weight, low cost, flexibility, stretchability, washability, diverse material options, and excellent electrical performance of t-TENGs will make this technology a great choice for smart energy-integrated wearable devices in the future.
2023
Li M, Li C, Xu X, Wang M, Zhu Z, Meng K, He B, Yu G, Hu Y, Peng L-M, et al. An Ultrathin Flexible Programmable Spin Logic Device Based on Spin-Orbit Torque. Nano Letters. 2023;23:3818-3825.Abstract
Flexible electronic devices have shown increasingly promising value facilitating our daily lives. However, flexible spintronic devices remain in their infancy. Here, this research demonstrates a type of nonvolatile, low power dissipation, and programmable flexible spin logic device, which is based on the spin-orbit torque in polyimide (PI)/Ta/Pt/Co/Pt heterostructures fabricated via capillary-assisted electrochemical delamination. The magnetization switching ratio is shown to be about 50% for the flexible device and does not change after 100 cycles of bending, indicating the device has stable performance. By designing the path of pulse current, five Boolean logic gates AND, NAND, NOT, NOR, and OR can be realized in an integrated two-element device. Moreover, such peeling-off devices can be successfully transferred to almost any substrate, such as paper and human skin, and maintain high performance. The flexible PI/Ta/Pt/Co/Pt spin logic device serves as logic-in-memory architecture and can be used in wearable electronics.
Gan L, Xia F, Zhang P, Jiang X, Liu Y, Niu S, Hu Y. Triboelectric nanogenerators with a constant inherent capacitance design. Nano Research. 2023;16:4077-4084.Abstract
Triboelectric nanogenerators (TENGs) utilize the phenomena of contact electrification and electrostatic induction to harvest mechanical energy from the environment. A good match between the motion frequency and the circuit characteristic frequency is critical for the effective power generation of a TENG. However, most TENGs have a time-dependent inherent capacitance (TIC-TENG), which hinders an optimal design for efficient energy conversion. Here, we propose a novel structure of a TENG with a constant inherent capacitance (CIC-TENG) and a mathematical model is established to provide analytical expressions of key output parameters of the device, which gives numerical simulation results that are in good agreement with the experimentally obtained results. Figures of merit and an optimization strategy are also given as guidelines for the optimization of material selection, geometry design, etc. Furthermore, a disk-formed CIC-TENG (DCIC-TENG) with polarity-switched triboelectric pairs is constructed to harvest unidirectional mechanical energy continuously, achieving an output power density of 55 mW/m(2). The effects of the motion frequency, the number of electrodes and triboelectric pairs on the charge transfer efficiency of the DCIC-TENG are assessed and a preferred design strategy is given. Finally, the CIC-TENG demonstrates approximately two-fold advantages in power transfer efficiency over the TIC-TENG, and a DCIC-TENG-based self-powered anemometer was fabricated to measure wind speed in real time.
Gong Q, Jiang X, Liu Y, Yu M, Hu Y. A Flexible Wireless sEMG System for Wearable Muscle Strength and Fatigue Monitoring in Real Time. Advanced Electronic Materials [Internet]. 2023;9:2200916. 访问链接Abstract
Abstract The detection of surface electromyography (sEMG) signals on the skin has attracted increasing attention because of its ability to monitor muscle conditions in a noninvasive manner and thus possesses great application potential to assess athletic status and training efficiency in real time or to evaluate postoperative muscle rehabilitation conveniently. Here, a flexible wireless sEMG monitoring system that consists of a stretchable sEMG epidermal patch and a flexible printed circuit board to provide real-time evaluation of muscle strength and fatigue is reported. The epidermal patch is designed to have good stretchability and permeability and optimized to ensure a low contact impedance with the skin and minimized background noise for sEMG signal acquisition with high fidelity. Six commonly used time-domain and two frequency-domain features extracted from sEMG signals are systematically analyzed, and a strategy for feature selection and pattern identification is proposed that eventually enables the real-time assessment of muscle strength and fatigue by using an integrated system in a wearable form.
Liu Y, Jiang X, Yu X, Ye H, Ma C, Wang W, Hu Y. A wearable system for sign language recognition enabled by a convolutional neural network. Nano Energy [Internet]. 2023;116:108767. 访问链接Abstract
Sign language recognition is of great significance to connect the hearing/speech impaired and non-sign language communities. Compared to isolated word recognition, sentence recognition is more practical in real-world scenarios, but is also more complicated because continuous, high-quality sign data with distinct features must be collected and isolated signs must be identified with high accuracy. Here, we propose a wearable sign language recognition system enabled by a convolutional neural network (CNN) that integrates stretchable strain sensors and inertial measurement units attached to the body to perceive hand postures and movement trajectories. Forty-eight Chinese sign language words commonly used in daily life were collected and used to train the CNN model, and an isolated sign language word recognition accuracy of 95.85% was achieved. For sentence-level sign language recognition, we proposed a method that combines multiple sliding windows and uses correlation analysis to improve the CNN recognition performance, achieving a correct rate of 84% for 50 sign language sentence samples, showing good extendibility.
Wang W, Liu Y, Ding M, Xia T, Gong Q, Zeng X, Cai Z, Hu Y. From network to channel: Crack-based strain sensors with high sensitivity, stretchability, and linearity via strain engineering. Nano Energy [Internet]. 2023;116:108832. 访问链接Abstract
High-performance stretchable strain sensors are highly desirable for various scenarios, such as health monitoring and human-robot interfaces. Here, we propose a universal strain engineering strategy that introduces an inhomogeneous spatial distribution of stress and promotes crack propagation behavior leading to a critical state between network and channel morphologies, achieving stretchable strain sensors with high sensitivity, a wide working range and good linearity. Approaches for introducing soft-rigid interfaces, enlarging elastic modulus mismatches and matching dimensions have been employed to execute the strategy for network-crack strain sensors with collapsed nanocone cluster structures as representatives. The strain sensors can be tuned to realize a gauge factor of 690.95 in a linear working range of 0–40% (R2 = 0.993) or a gauge factor of 113.70 in a larger linear working range of 0–120% (R2 = 0.999). Intraocular pressure monitoring and dynamic facial asymmetry assessment have been demonstrated based on these sensors to show their great application potential.
Luo Y, Abidian MR, Ahn J-H, Akinwande D, Andrews AM, Antonietti M, Bao Z, Berggren M, Berkey CA, Bettinger CJ, et al. Technology Roadmap for Flexible Sensors. ACS Nano [Internet]. 2023;17:5211-5295. 访问链接Abstract
Humans rely increasingly on sensors to address grand challenges and to improve quality of life in the era of digitalization and big data. For ubiquitous sensing, flexible sensors are developed to overcome the limitations of conventional rigid counterparts. Despite rapid advancement in bench-side research over the last decade, the market adoption of flexible sensors remains limited. To ease and to expedite their deployment, here, we identify bottlenecks hindering the maturation of flexible sensors and propose promising solutions. We first analyze challenges in achieving satisfactory sensing performance for real-world applications and then summarize issues in compatible sensor-biology interfaces, followed by brief discussions on powering and connecting sensor networks. Issues en route to commercialization and for sustainable growth of the sector are also analyzed, highlighting environmental concerns and emphasizing nontechnical issues such as business, regulatory, and ethical considerations. Additionally, we look at future intelligent flexible sensors. In proposing a comprehensive roadmap, we hope to steer research efforts towards common goals and to guide coordinated development strategies from disparate communities. Through such collaborative efforts, scientific breakthroughs can be made sooner and capitalized for the betterment of humanity.
2022
Long G, Jin W, Xia F, Wang Y, Bai T, Chen X, Liang X, Peng L-M, Hu Y. Carbon nanotube-based flexible high-speed circuits with sub-nanosecond stage delays. Nature Communications [Internet]. 2022;13. 访问链接Abstract
High-speed flexible circuits are required in flexible systems to realize real-time information analysis or to construct wireless communication modules for emerging applications. Here, we present scaled carbon nanotube-based thin film transistors (CNT-TFTs) with channel lengths down to 450 nm on 2-mu m-thick parylene substrates, achieving state-of-the-art performances of high on-state current (187.6 mu A mu m(-1)) and large transconductance (123.3 mu S mu m(-1)). Scaling behavior analyses reveal that the enhanced performance introduced by scaling is attributed to channel resistance reduction while the contact resistance (180 +/- 50 k omega per tube) remains unchanged, which is comparable to that achieved in devices on rigid substrates, indicating great potential in ultimate scaled flexible CNT-TFTs with high performance comparable to their counterparts on rigid substrates where contact resistance dominates the performance. Five-stage flexible ring oscillators are built to benchmark the speed of scaled devices, demonstrating a 281 ps stage delay at a low supply voltage of 2.6 V. High-speed flexible circuits are essential in flexible systems for real-time information analysis and wireless communication. Here, flexible circuits are reported with a 281 ps stage delay based on scaled carbon nanotube thin film transistors.
Xiang L, Wang Y, Xia F, Liu F, He D, Long G, Zeng X, Liang X, Jin C, Wang Y, et al. An epidermal electronic system for physiological information acquisition, processing, and storage with an integrated flash memory array. Science Advances [Internet]. 2022;8:eabp8075. 访问链接Abstract
Epidermal electronic systems that simultaneously provide physiological information acquisition, processing, and storage are in high demand for health care/clinical applications. However, these system-level demonstrations using flexible devices are still challenging because of obstacles in device performance, functional module construction, or integration scale. Here, on the basis of carbon nanotubes, we present an epidermal system that incorporates flexible sensors, sensor interface circuits, and an integrated flash memory array to collect physiological information from the human body surface; amplify weak biosignals by high-performance differential amplifiers (voltage gain of 27 decibels, common-mode rejection ratio of >43 decibels, and gain bandwidth product of >22 kilohertz); and store the processed information in the memory array with performance on par with industrial standards (retention time of 108 seconds, program/erase voltages of ±2 volts, and endurance of 106 cycles). The results shed light on the great application potential of epidermal electronic systems in personalized diagnostic and physiological monitoring. A CNT-based epidermal system is proposed for physiological signal capturing, processing, and storage.
Xia F, Xia T, Xiang L, Ding S, Li S, Yin Y, Xi M, Jin C, Liang X, Hu Y. Carbon Nanotube-Based Flexible Ferroelectric Synaptic Transistors for Neuromorphic Computing. ACS Applied Materials & Interfaces [Internet]. 2022;14:30124-30132. 访问链接Abstract
Biological nervous systems evolved in nature have marvelous information processing capacities, which have great reference value for modern information technologies. To expand the function of electronic devices with applications in smart health monitoring and treatment, wearable energy-efficient computing, neuroprosthetics, etc., flexible artificial synapses for neuromorphic computing will play a crucial role. Here, carbon nanotube-based ferroelectric synaptic transistors are realized on ultrathin flexible substrates via a low-temperature approach not exceeding 90 °C to grow ferroelectric dielectrics in which the single-pulse, paired-pulse, and repetitive-pulse responses testify to well-mimicked plasticity in artificial synapses. The long-term potentiation and long-term depression processes in the device demonstrate a dynamic range as large as 2000×, and 360 distinguishable conductance states are achieved with a weight increase/decrease nonlinearity of no more than 1 by applying stepped identical pulses. The stability of the device is verified by the almost unchanged performance after the device is kept in ambient conditions without additional passivation for 240 days. An artificial neural network-based simulation is conducted to benchmark the hardware performance of the neuromorphic devices in which a pattern recognition accuracy of 95.24% is achieved.
Xia F, Xia T, Xiang L, Liu F, Jia W, Liang X, Hu Y. High-Performance Carbon Nanotube-Based Transient Complementary Electronics. ACS Applied Materials & Interfaces [Internet]. 2022;14:12515-12522. 访问链接Abstract
Transient electronics is an emerging class of electronic devices that can physically degrade or disintegrate after a stable period of service, showing a vast prospect in applications of “green” consumer electronics, hardware-secure devices, medical implants, etc. Complementary metal-oxide–semiconductor (CMOS) technology is dominant in integrated circuit design for its advantages of low static power consumption, high noise immunity, and simple design layout, which also work and are highly preferred for transient electronics. However, the performance of complementary transient electronics is severely restricted by the confined selection of transient materials and compatible fabrication strategies. Here, we report the realization of high-performance transient complementary electronics based on carbon nanotube thin films via a reliable electrostatic doping method. Under a low operating voltage of 2 V, on a 1.5 μm-thick water-soluble substrate made of poly(vinyl alcohol), the width-normalized on-state currents of the p-type and n-type transient thin-film transistors (TFTs) reach 4.5 and 4.7 μA/μm, and the width-normalized transconductances reach 2.8 and 3.7 μS/μm, respectively. Meanwhile, these TFTs show small subthreshold swings no more than 108 mV/dec and current on/off ratios above 106 with good uniformity. Transient CMOS inverters, as basic circuit components, are demonstrated with a voltage gain of 24 and a high noise immunity of 67.4%. Finally, both the degradation of the active components and the disintegration of the functional system are continuously monitored with nontraceable remains after 10 and 5 h, respectively.

Pages