Featured
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Article
| Open AccessMultistage coupling water-enabled electric generator with customizable energy output
Liquid water or moisture discharge is a significant source of energy waste in current single-stage water-enabled electric generators. Here, authors propose a modular multistage coupling device that integrates internal liquid water flow and subsequently generated moisture to optimize energy harvesting at all stages.
- Puying Li
- , Yajie Hu
- & Liangti Qu
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Article
| Open AccessDigital twin based monitoring and control for DC-DC converters
In this work, authors explore DC-DC converter monitoring and control and demonstrate a generalizable digital twin based buck converter system that enables dynamic synchronization even under reference value changes, physical system model variation, and physical controller failure.
- Zhongcheng Lei
- , Hong Zhou
- & Guo-Ping Liu
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Article
| Open AccessManipulations of multi-frequency waves and signals via multi-partition asynchronous space-time-coding digital metasurface
The authors present a multi-partition asynchronous space-time-coding digital metasurface (ASTCM) to control multifrequency waves; they demonstrate its capabilities by sending eight pictures over distinct frequencies using this wireless transmitter. The proposed work shows potential in enhancing microwave systems with improved power efficiency and cost-effectiveness.
- Si Ran Wang
- , Jun Yan Dai
- & Tie Jun Cui
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Article
| Open AccessIntegration of microbattery with thin-film electronics for constructing an integrated transparent microsystem based on InGaZnO
In this work, authors demonstrate the full integration of miniaturized InGaZnO-based transparent energy device (lithium-ion battery), electronic device (thin-film transistor) and sensing device (photodetector) to form a monolithic integrated transparent microsystem with synergistic functions.
- Bin Jia
- , Chao Zhang
- & Xiaodong Huang
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Article
| Open AccessHardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators
Analog in-memory computing promises efficient DNN inference acceleration but suffers from nonidealities. Here, hardware-aware training methods are improved so that various larger DNNs of diverse topologies nevertheless achieve iso-accuracy.
- Malte J. Rasch
- , Charles Mackin
- & Vijay Narayanan
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Article
| Open AccessFlight trajectory prediction enabled by time-frequency wavelet transform
Accurate flight trajectory prediction can be a challenging task in air traffic control, especially for maneuver operations. Here, authors develop a time-frequency analysis based on an encoder-decoder neural architecture to estimate wavelet components and model global flight trends and local motion details.
- Zheng Zhang
- , Dongyue Guo
- & Yi Lin
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Article
| Open AccessDrug classification with a spectral barcode obtained with a smartphone Raman spectrometer
Smartphones are ubiquitous devices that have permeated into our daily life. Here, the authors demonstrate that a Smartphone Raman spectrometer can be used for drug classification by using a convolutional neural network to process its spectral barcode.
- Un Jeong Kim
- , Suyeon Lee
- & Hyuck Choo
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Article
| Open AccessWide-range and area-selective threshold voltage tunability in ultrathin indium oxide transistors
The doping and threshold voltage modulation of 2D transistors remain challenging. Here, the authors report a wafer-scale optical-thermal method combining ultraviolet illumination and oxygen annealing to tune the threshold voltage of atomic-layer-deposited In2O3 transistors with 2 nm thickness.
- Robert Tseng
- , Sung-Tsun Wang
- & Der-Hsien Lien
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Article
| Open AccessDesign of stretchable and self-powered sensing device for portable and remote trace biomarkers detection
Biomarker detection, including for H2S, is desirable but challenging to achieve. Here, the authors report the development of a device for H2S sensing across a range of applications.
- Wenxi Huang
- , Qiongling Ding
- & Jin Wu
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Article
| Open AccessImpact of inherent energy barrier on spin-orbit torques in magnetic-metal/semimetal heterojunctions
Many proposed spintronic devices, where spin, rather than charge is used for information processing, rely on the combination of multiple materials, for example, heavy metals and magnetic materials in spin-orbit torque devices. Here, Gao et al. show how the interface between a ferromagnet and a semimetal, Ni81Fe19/Bi0.1Sb0.9, can result in a barrier-mediated spin-orbit torques
- Tenghua Gao
- , Alireza Qaiumzadeh
- & Kazuya Ando
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Article
| Open AccessImpact damage reduction of woven composites subject to pulse current
In this work, the authors demonstrate that pulse current can effectively be used to reduce delamination damage and residual deformation in 3D orthogonal woven composites, enhancing mechanical properties and damage tolerance.
- Yan Li
- , Fusheng Wang
- & Laohu Long
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Article
| Open AccessThin, soft, wearable system for continuous wireless monitoring of artery blood pressure
Continuous monitoring of arterial blood pressure is limited by bulky connecting systems and poor interfacial contact. Here, Li et al. report a wearable thin, soft, miniaturized system that integrates sensing, active pressure adaptation, and signal processing for improved performance and accuracy.
- Jian Li
- , Huiling Jia
- & Xinge Yu
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Perspective
| Open AccessToward a formal theory for computing machines made out of whatever physics offers
Learning from human brains to build powerful computers is attractive, yet extremely challenging due to the lack of a guiding computing theory. Jaeger et al. give a perspective on a bottom-up approach to engineer unconventional computing systems, which is fundamentally different to the classical theory based on Turing machines.
- Herbert Jaeger
- , Beatriz Noheda
- & Wilfred G. van der Wiel
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Article
| Open AccessEnabling low-drift flexible perovskite photodetectors by electrical modulation for wearable health monitoring and weak light imaging
Defects and ion migration in perovskites hinder their potential as active material for flexible photodetectors. Here, the authors provide an electrical field modulation strategy to enhance the operational stability and the signal-to-noise ratio of flexible perovskite photodetectors.
- Yingjie Tang
- , Peng Jin
- & Bowen Zhu
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Article
| Open AccessMetal 3D nanoprinting with coupled fields
Manufacturing metallized arrays of 3D nanoarchitectures is generally limited by existing lithographic methods. Here, by manipulating applied electric and flow fields, authors demonstrate fast 3D nanoprinting of nanostructured arrays of multiple materials and geometries over millimetre-scale areas.
- Bingyan Liu
- , Shirong Liu
- & Jicheng Feng
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Article
| Open AccessNon-destructive erosive wear monitoring of multi-layer coatings using AI-enabled differential split ring resonator based system
Real-time monitoring of coatings erosive wear is critical to mitigate safety and financial concerns in many applications. Here, authors show a non-destructive inspection system with AI-enabled microwave resonators and a smart monitoring circuitry to identify and estimate wear depth and rate of eroded layers.
- Vishal Balasubramanian
- , Omid Niksan
- & Mohammad H. Zarifi
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Article
| Open AccessPolyelectrolyte elastomer-based ionotronic sensors with multi-mode sensing capabilities via multi-material 3D printing
Solvent leakage and simplistic device designs limit the fabrication of stable and multimodal ionotronic sensors. Li et al. fabricate various sensor architectures including those without signal crosstalk using a printable, leakage-resistant polyelectrolyte elastomer and a multi-material 3D printing technique.
- Caicong Li
- , Jianxiang Cheng
- & Canhui Yang
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Article
| Open AccessHigh-performance thermomagnetic generator controlled by a magnetocaloric switch
The utilization of waste heat is an important way of combining energy saving to emission reductions. Here, authors demonstrate a magnetocaloric material as a controlling switch in a thermomagnetic generator for waste heat recovery.
- Xianliang Liu
- , Haodong Chen
- & Hu Zhang
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Article
| Open AccessA flexible optoacoustic blood ‘stethoscope’ for noninvasive multiparametric cardiovascular monitoring
Cardiovascular disease diagnosis can be invasive and complex. Here, the authors present a flexible optoacoustic blood ‘stethoscope’ that noninvasively and continuously monitors cardiovascular health.
- Haoran Jin
- , Zesheng Zheng
- & Yuanjin Zheng
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Article
| Open AccessA multifunctional soft robotic shape display with high-speed actuation, sensing, and control
Shape morphing surfaces demonstrate a wide variety of applications, yet the existing technologies lack high-fidelity, high-speed deformation and embedded state sensing. Johnson et al. integrate soft actuators and soft sensors for high-fidelity shape morphing with self-sensing and high-speed actuation.
- B. K. Johnson
- , M. Naris
- & M. E. Rentschler
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Article
| Open AccessAn avalanche-and-surge robust ultrawide-bandgap heterojunction for power electronics
Avalanche and surge robustness are fundamental for power devices to survive overvoltage and overcurrent stresses in typical applications. Here, authors report NiO/Ga2O3 heterojunctions with smaller reverse recovery, higher switching speed, and a robustness competitive to that of conventional homojunctions.
- Feng Zhou
- , Hehe Gong
- & Jiandong Ye
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Article
| Open AccessNeural network-based Bluetooth synchronization of multiple wearable devices
Synchronization of e-wearables can be challenging due to device performance variations. Here, the authors develop a general neural network-based solution that analyses and correct disparities between multiple virtual clocks and demonstrate it for a Bluetooth synchronized motion capture system at high frequency.
- Karthikeyan Kalyanasundaram Balasubramanian
- , Andrea Merello
- & Marco Crepaldi
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Article
| Open AccessContinuous estimation of power system inertia using convolutional neural networks
The increase of intermittent energy sources and renewable energy penetration generally results in reduced overall inertia, making power systems susceptible to disturbances. Here, authors develop an AI-based method to estimate inertia in real-time and test its performance on a heterogeneous power network.
- Daniele Linaro
- , Federico Bizzarri
- & Angelo M. Brambilla
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Article
| Open AccessArbitrary aperture synthesis with nonlocal leaky-wave metasurface antennas
Leak-wave metasurface antennas tailor non-local resonances leveraging judiciously broken spatial symmetries in their design to generate arbitrarily shaped near-field and far-field patterns.
- Gengyu Xu
- , Adam Overvig
- & Andrea Alù
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Article
| Open AccessImplant-to-implant wireless networking with metamaterial textiles
Implanted bioelectronic devices have proven useful for health sensing and therapy, while the interconnection of distributed implants remains challenging. Here, the authors demonstrate direct implant-to-implant wireless networking at the scale of the human body using metamaterial textiles.
- Xi Tian
- , Qihang Zeng
- & John S. Ho
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Article
| Open AccessCoherent movement of error-prone individuals through mechanical coupling
In biology, individuals are known to achieve higher navigation accuracy when moving in a group compared to single animals. The authors show that simple self-propelled robotic modules that are incapable of accurate motion as individuals can achieve accurate group navigation once coupled via deformable elastic links.
- Federico Pratissoli
- , Andreagiovanni Reina
- & Roderich Groß
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Article
| Open AccessIn-sensor computing using a MoS2 photodetector with programmable spectral responsivity
Here, the authors report the design and realization of an in-sensor computing optoelectronic device with programmable spectral responsivity based on an ensemble of cavity-enhanced MoS2 photodetectors. The device can perform direct analog processing during the light detection process, without the need to computationally reconstruct the entire optical spectra.
- Dohyun Kwak
- , Dmitry K. Polyushkin
- & Thomas Mueller
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Article
| Open AccessInductively shunted transmons exhibit noise insensitive plasmon states and a fluxon decay exceeding 3 hours
Alternative superconducting qubit designs with improved performance are attracting attention. Here the authors introduce an inductively shunted transmon qubit that offers protection against flux noise and measures quantum tunneling between fluxon states that are shown to be stable for hours.
- F. Hassani
- , M. Peruzzo
- & J. M. Fink
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Article
| Open AccessLaser maskless fast patterning for multitype microsupercapacitors
Miniature asymmetric supercapacitors have higher voltage and energy density but are often limited by a complex manufacturing process and difficulties in further miniaturization. Here, the authors demonstrate a maskless method for the patterned fabrication of submicron-scale symmetric and asymmetric supercapacitors.
- Yongjiu Yuan
- , Xin Li
- & Liangti Qu
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Article
| Open AccessField-free spin-orbit torque switching assisted by in-plane unconventional spin torque in ultrathin [Pt/Co]N
Spin-orbit torques, arising in systems with strong spin-orbit interactions, have been a major avenue of research for the potential electric control of magnetization. Recently, unconventional spin-orbit torques, with spin polarizations aligned in atypical ways have garnered interest due to the numerous advantages offered compared to their conventional counterparts. Here, Xue et al investigate ‘type-x’ spin-orbit torque switching, demonstrating both unique spin polarizations, and field-free magnetization switching in Platinum/Cobalt multilayers.
- Fen Xue
- , Shy-Jay Lin
- & Shan X. Wang
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Article
| Open AccessNon-line-of-sight snapshots and background mapping with an active corner camera
Most non-line-of-sight imaging requires scanned illumination, limiting applicability for dynamic scenes. Here the authors exploit occlusion and a sensor array to estimate locations and sizes of moving foreground objects and a static background map.
- Sheila Seidel
- , Hoover Rueda-Chacón
- & Vivek K Goyal
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Article
| Open AccessSnowflake-inspired and blink-driven flexible piezoelectric contact lenses for effective corneal injury repair
The cornea is susceptible to various injuries with a complicated repair process. Here, the authors propose a snowflake-inspired, blink-driven flexible piezoelectric contact lens for corneal injury repair.
- Guang Yao
- , Xiaoyi Mo
- & Yuan Lin
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Article
| Open AccessA chemiresistive-potentiometric multivariate sensor for discriminative gas detection
The application of multivariate gas sensors is limited due to their size and cost. Here the authors developed a compact gas sensor with multiple chemiresistive and potentiometric readouts enabling 3D discriminative response of gases at (sub)ppm levels and used the sensor for early fire detection.
- Hong Zhang
- , Zuobin Zhang
- & Jianxin Yi
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Article
| Open AccessMean-shift exploration in shape assembly of robot swarms
Achieving shape assembly behaviour in robot swarms with adaptability and efficiency is challenging. Here, Sun et. al. propose a strategy based on an adapted mean-shift algorithm, thus realizing complex shape assembly tasks such as shape regeneration, cargo transportation, and environment exploration.
- Guibin Sun
- , Rui Zhou
- & Shiyu Zhao
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Article
| Open AccessEnhanced spin Seebeck effect via oxygen manipulation
Thermoelectric effects can be used to convert waste heat into electricity. One particularly promising thermoelectric mechanism is the spin Seebeck effect as the transverse geometry is ideal for device integration, even if currently it lacks sufficient thermoelectric conversion efficiency. Here, Kim et al, tackle this limitation, showing that oxidizing the ferromagnet layer used in the spin Seebeck effect can significantly enhance the thermoelectric efficiency.
- Jeong-Mok Kim
- , Seok-Jong Kim
- & Byong-Guk Park
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Article
| Open AccessEye tracking and eye expression decoding based on transparent, flexible and ultra-persistent electrostatic interface
Eye tracking systems are crucial for eye health-monitoring and human-machine engineering. Here, Shi et. al. report a transparent and flexible active eye tracking system based on an electrostatic induction effect, enabling visual preference analysis and eye-controlled human-computer interaction.
- Yuxiang Shi
- , Peng Yang
- & Xiangyu Chen
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Article
| Open AccessDischarge domains regulation and dynamic processes of direct-current triboelectric nanogenerator
Arising from contact electrification and electrostatic breakdown, DC triboelectric nanogenerators are a promising solution to the air breakdown bottleneck in conventional TENGs. Here, authors reveal and regulate three discharge domains enhancing the device output power by an order of magnitude.
- Jiayue Zhang
- , Yikui Gao
- & Jie Wang
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Article
| Open AccessIontronic pressure sensor with high sensitivity over ultra-broad linear range enabled by laser-induced gradient micro-pyramids
Developing iontronic pressure sensors with high sensitivity in a wide linear range can be challenging due to a trade-off between sensitivity and linear range. Here, authors bypass this limitation by using laser-assisted gradient micro-pyramids and insights from multiphysics simulations.
- Ruoxi Yang
- , Ankan Dutta
- & Huanyu Cheng
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Article
| Open AccessData-driven direct diagnosis of Li-ion batteries connected to photovoltaics
Li-ion batteries are used to store energy harvested from photovoltaics. However, battery use is sporadic and standard diagnostic methods cannot be applied. Here, the authors propose a methodology for diagnosing photovoltaics-connected Li-ion batteries that use trained machine learning algorithms.
- Matthieu Dubarry
- , Nahuel Costa
- & Dax Matthews
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Article
| Open AccessMulti-neuron connection using multi-terminal floating–gate memristor for unsupervised learning
Designing efficient neuromorphic systems remains a challenge. Here, the authors develop a system based on multi-terminal floating-gate memristor that mimics the temporal and spatial summation of multi-neuron connections based on leaky-integrate-and-fire functionality which is capable of high learning accuracy on unlabeled MNIST handwritten dataset.
- Ui Yeon Won
- , Quoc An Vu
- & Woo Jong Yu
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Article
| Open AccessParasitic capacitance modeling and measurements of conductive yarns for e-textile devices
The parasitic capacitance of conductive yarns greatly affects the performance of e-Textile devices. Here, Qu et al. show the parasitic capacitance varies from 1-3 fF/cm depending on yarn microstructure, offering valuable insights for the design and use of conductive yarns in e-textile.
- Ziqi Qu
- , Zhechen Zhu
- & Terry Tao Ye
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Article
| Open AccessDeep learning to estimate lithium-ion battery state of health without additional degradation experiments
Estimation of Li-ion battery state of health is crucial but requires time- and resource-consuming degradation tests for development. Here, authors propose a deep-learning method that enables accurate estimations without additional tests, ensuring absolute errors of less than 3% for 89.4% of samples.
- Jiahuan Lu
- , Rui Xiong
- & Fengchun Sun
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Article
| Open AccessCellular automata imbedded memristor-based recirculated logic in-memory computing
Designing a full-memristive circuit for different algorithm remains a challenge. Here, the authors propose a recirculated logic operation scheme using memristive hardware and 2D transistors for cellular automata, supporting multiple algorithms with a 79-fold cost reduction compared to FPGA.
- Yanming Liu
- , He Tian
- & Tian-Ling Ren
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Article
| Open AccessSoft, miniaturized, wireless olfactory interface for virtual reality
Virtual reality technologies need olfactory systems to improve human perception, but their bulky formats limit their practicality. Here, Liu et. al. report flexible and miniaturized odor generators with tunable odor concentration in close user proximity for immersive virtual reality applications.
- Yiming Liu
- , Chun Ki Yiu
- & Xinge Yu
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Article
| Open AccessA sensory memory processing system with multi-wavelength synaptic-polychromatic light emission for multi-modal information recognition
Multimodal cognitive computing task is an important research content in the field of AI. Here, the authors propose an efficient sensory memory processing system, which can process sensory information and generate synapse-like and multiwavelength light-emitting output for efficient multimodal information recognition.
- Liuting Shan
- , Qizhen Chen
- & Huipeng Chen
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Article
| Open AccessMicrocantilever-integrated photonic circuits for broadband laser beam scanning
This work presents ultracompact and low-power laser beam scanners using microcantilevers embedded with nanophotonic circuits. These chip-scale devices are made in a semiconductor foundry and project visible light patterns in one or two dimensions.
- Saeed Sharif Azadeh
- , Jason C. C. Mak
- & Joyce K. S. Poon
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Article
| Open AccessReconfigurable signal modulation in a ferroelectric tunnel field-effect transistor
Increasing functional density is desirable for future scaling of electronics. Here, the authors use a nanowire ferroelectric tunnel field-effect transistor to achieve reconfigurable signal modulations for low-power and high-density analogue circuits.
- Zhongyunshen Zhu
- , Anton E. O. Persson
- & Lars-Erik Wernersson
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Article
| Open AccessGrid integration feasibility and investment planning of offshore wind power under carbon-neutral transition in China
Offshore wind power may play a key role in decarbonising energy supplies. Here the authors evaluates current grid integration capabilities for wind power in China and find that investment levels should be doubled for 2030, and that long-term storage and transmissions are key to accelerated developments of offshore wind in 2050.
- Xinyang Guo
- , Xinyu Chen
- & Michael McElroy
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Article
| Open AccessDesigning tailored combinations of structural units in polymer dielectrics for high-temperature capacitive energy storage
Polymer dielectrics face huge challenges in the harsh environments of emergent applications. Now, increased energy storage of polymer dielectrics at temperatures up to 250 °C by designing tailored combinations of structural units is reported.
- Rui Wang
- , Yujie Zhu
- & Qi Li