Shi Pu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Shi Pu has a total of 29 co-authors. Here are the top co-authors by number of shared publications:
- Ning Xu
School of Information Engineering, Wuhan University of Technology, Wuhan, China
4 shared publications - Bo Wen Jia
School of Information Engineering, Wuhan University of Technology, Wuhan, China
3 shared publications - Haoda Xia
School of Information Engineering and the Hubei Key Laboratory of Broadband Wireless Communication and Sensor Networks, Wuhan University of Technology, 122 Luoshi Rd., Wuhan 430070, China
2 shared publications - Pei Shi
School of Information Engineering and the Hubei Key Laboratory of Broadband Wireless Communication and Sensor Networks, Wuhan University of Technology, 122 Luoshi Rd., Wuhan 430070, China
2 shared publications - Xiaoyu Liang
School of Information Engineering and the Hubei Key Laboratory of Broadband Wireless Communication and Sensor Networks, Wuhan University of Technology, Wuhan, China
2 shared publications - Zhihong Chen
School of Physics & Mechanics, Wuhan University of Technology, 122 Luoshi Rd., Wuhan 430070, China
2 shared publications
Latest Publications
- 29 July 2026
- Published by Wiley in Advanced Materials Technologies
- Vol. 11 (19)
Controlled Stretching and Splitting of Liquid‐Metal Droplets Under Magnetic Fluidic Coupling
Precise manipulation of liquid metal (LM) droplets for reconfigurable soft electronics and robotics attracts increasing attention, however, highly control on their topological transitions remains a challenge due to their high surface tension. Here we establish a comprehensive computational and experimental framework to facilitate magneto‐mechanical manipulation of Fe‐EGaIn droplets, specifically focusing on the transition from stable elongation to binary fission. A multiphysics phase‐field model is developed to capture the coupling between non‐uniform magnetic fields and interfacial multiphase hydrodynamics. Systematic parametric analyses reveal that the droplet's dynamic fate is governed by the competition among magnetic driving stress, capillary restoring pressure, and hydrodynamic drag. Specifically, interfacial tension determines the thermodynamic energy barrier for breakup, while viscosity acts as a kinetic governor, leading to a “kinetic entrapment” effect that inhibits fission in high‐viscosity regimes. These theoretical predictions are validated by experiments performed in a range of solvent environments. The results demonstrate that modulating the solvent interface could serve as an effective strategy to program droplet topologies under identical magnetic loading. This work offers a quantitative pathway for designing programmable liquid metal architectures driven by environmental‐magnetic coupling.
- 29 July 2026
- Published by Wiley in Advanced Materials Technologies
- Vol. 11 (19)
Controlled Stretching and Splitting of Liquid‐Metal Droplets Under Magnetic Fluidic Coupling
Precise manipulation of liquid metal (LM) droplets for reconfigurable soft electronics and robotics attracts increasing attention, however, highly control on their topological transitions remains a challenge due to their high surface tension. Here we establish a comprehensive computational and experimental framework to facilitate magneto‐mechanical manipulation of Fe‐EGaIn droplets, specifically focusing on the transition from stable elongation to binary fission. A multiphysics phase‐field model is developed to capture the coupling between non‐uniform magnetic fields and interfacial multiphase hydrodynamics. Systematic parametric analyses reveal that the droplet's dynamic fate is governed by the competition among magnetic driving stress, capillary restoring pressure, and hydrodynamic drag. Specifically, interfacial tension determines the thermodynamic energy barrier for breakup, while viscosity acts as a kinetic governor, leading to a “kinetic entrapment” effect that inhibits fission in high‐viscosity regimes. These theoretical predictions are validated by experiments performed in a range of solvent environments. The results demonstrate that modulating the solvent interface could serve as an effective strategy to program droplet topologies under identical magnetic loading. This work offers a quantitative pathway for designing programmable liquid metal architectures driven by environmental‐magnetic coupling.
- Open Access
- 28 January 2026
- Published by MDPI AG in Applied Sciences
- Vol. 16 (3) , 1320
Inverse Design of Chessboard Metasurface for Broadband Monostatic RCS Reduction Based on CNN-KAN with Attention Mechanism
An efficient deep-learning-based framework for optimization-based inverse design of electromagnetic metasurface design is proposed in this paper. A novel unit-cell parameterization strategy generates 16-element structures via symmetry operations governed by ten geometric parameters, overcoming the inefficiencies of pixel-based representations. A dataset of 16,000 parameter–reflection phase pairs is constructed, and a hybrid model combining Convolutional Neural Network (CNN), attention mechanisms, and the Kolmogorov–Arnold Network (KAN) is developed for broadband response prediction. The coefficient of determination (R2) of the proposed model is 0.8837 in the 2–18 GHz band, which is 44.87% higher than the R2 without KAN. The proposed chessboard metasurface achieves a 10 dB monostatic radar cross-section (RCS) reduction under normal incidence over a wide frequency band from 7.4 to 15.2 GHz, corresponding to a relative bandwidth of 69%. This approach provides a generalizable, data-efficient solution for intelligent metasurface design.
- 28 January 2026
- Published by MDPI AG in Applied Sciences
- Vol. 16 (3) , 1320
Open AccessInverse Design of Chessboard Metasurface for Broadband Monostatic RCS Reduction Based on CNN-KAN with Attention Mechanism
An efficient deep-learning-based framework for optimization-based inverse design of electromagnetic metasurface design is proposed in this paper. A novel unit-cell parameterization strategy generates 16-element structures via symmetry operations governed by ten geometric parameters, overcoming the inefficiencies of pixel-based representations. A dataset of 16,000 parameter–reflection phase pairs is constructed, and a hybrid model combining Convolutional Neural Network (CNN), attention mechanisms, and the Kolmogorov–Arnold Network (KAN) is developed for broadband response prediction. The coefficient of determination (R2) of the proposed model is 0.8837 in the 2–18 GHz band, which is 44.87% higher than the R2 without KAN. The proposed chessboard metasurface achieves a 10 dB monostatic radar cross-section (RCS) reduction under normal incidence over a wide frequency band from 7.4 to 15.2 GHz, corresponding to a relative bandwidth of 69%. This approach provides a generalizable, data-efficient solution for intelligent metasurface design.
- Open Access
- 7 March 2025
- Published by MDPI AG in Applied Sciences
- Vol. 15 (6) , 2883
Inverse Design of Broadband Artificial Magnetic Conductor Metasurface for Radar Cross Section Reduction Using Simulated Annealing
In this study, we present a novel design methodology for unit cells in chessboard metasurfaces with the aim of reducing the radar cross-section (RCS) for linearly polarized waves. The design employs rotational symmetry and incorporates ten continuous parameters to define the metasurface units, enabling the creation of flexible 2D structures. The geometrical parameters of the two units are then optimized using a simulated annealing (SA) algorithm to achieve a low RCS chessboard metasurface. Following optimization, the properties of the metasurface were experimentally verified. The experimental results show a significant RCS reduction of 10 dB within the 7.6–15.5 GHz range, with the peak reduction reaching-28 dB at normal incidence. For a bistatic RCS, the metasurface effectively scatters incident waves into four distinct lobes. The proposed method offers an alternative strategy for the inverse design of low RCS metasurfaces and can be extended to applications in polarization control, phase gradient manipulation, and transmissive metasurfaces.
- 7 March 2025
- Published by MDPI AG in Applied Sciences
- Vol. 15 (6) , 2883
Open AccessInverse Design of Broadband Artificial Magnetic Conductor Metasurface for Radar Cross Section Reduction Using Simulated Annealing
In this study, we present a novel design methodology for unit cells in chessboard metasurfaces with the aim of reducing the radar cross-section (RCS) for linearly polarized waves. The design employs rotational symmetry and incorporates ten continuous parameters to define the metasurface units, enabling the creation of flexible 2D structures. The geometrical parameters of the two units are then optimized using a simulated annealing (SA) algorithm to achieve a low RCS chessboard metasurface. Following optimization, the properties of the metasurface were experimentally verified. The experimental results show a significant RCS reduction of 10 dB within the 7.6–15.5 GHz range, with the peak reduction reaching-28 dB at normal incidence. For a bistatic RCS, the metasurface effectively scatters incident waves into four distinct lobes. The proposed method offers an alternative strategy for the inverse design of low RCS metasurfaces and can be extended to applications in polarization control, phase gradient manipulation, and transmissive metasurfaces.
- Open Access
- 11 February 2025
- Published by MDPI AG in Preprints.org
Inverse Design of Broadband AMC Metasurface for RCS Reduction Using Simulated Annealing
In this study, we present a novel design methodology for unit cells in chessboard metasurfaces, aimed at reducing the radar cross-section (RCS) for linearly polarized waves. The design employs rotational symmetry and incorporates ten continuous parameters to define the metasurface units, enabling the creation of flexible 2D structures. The geometrical parameters of the two units are then optimized using a simulated annealing (SA) algorithm to achieve a low RCS chessboard metasurface. Following optimization, the properties of metasurface were ex perimentally verified. Experimental results show a significant RCS reduction of 10 dB within the 7.6–15.5 GHz range, with a peak reduction reaching-28 dB at normal incidence. For bistatic RCS, the metasurface effectively scatters incident waves into four distinct lobes. The proposed method offers an alternative strategy for the inverse design of low RCS metasurfaces and can be extended to applications in polarization control, phase gradient manipulation, and transmissive metasurfaces.
- 11 February 2025
- Published by MDPI AG in Preprints.org
Open AccessInverse Design of Broadband AMC Metasurface for RCS Reduction Using Simulated Annealing
In this study, we present a novel design methodology for unit cells in chessboard metasurfaces, aimed at reducing the radar cross-section (RCS) for linearly polarized waves. The design employs rotational symmetry and incorporates ten continuous parameters to define the metasurface units, enabling the creation of flexible 2D structures. The geometrical parameters of the two units are then optimized using a simulated annealing (SA) algorithm to achieve a low RCS chessboard metasurface. Following optimization, the properties of metasurface were ex perimentally verified. Experimental results show a significant RCS reduction of 10 dB within the 7.6–15.5 GHz range, with a peak reduction reaching-28 dB at normal incidence. For bistatic RCS, the metasurface effectively scatters incident waves into four distinct lobes. The proposed method offers an alternative strategy for the inverse design of low RCS metasurfaces and can be extended to applications in polarization control, phase gradient manipulation, and transmissive metasurfaces.
- Open Access
- 27 August 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Photonics Journal
- Vol. 16 (5) , 1-10
Design and Optimization of InAs Waveguide- Integrated Photodetectors on Silicon via Heteroepitaxial Integration for Mid- Infrared Silicon Photonics
Waveguide-integrated photodetectors (PDs) play a crucial role in mid-infrared (MIR) silicon photonics, serving vital functions in sensing and communication applications. III-V semiconductors are widely used in MIR PDs, and many state-of-the-art III-V PDs on Si still require complicated integration methods. Heteroepitaxial growth technology is a competitive approach for large-scale integration; however, buffers capable of simultaneously achieving heteroepitaxial growth and optical coupling are limited in the MIR region. In this paper, we report a waveguide-integrated InAs PD on Si, incorporating a GaAs/Ge buffer design based on interfacial misfit (IMF) technology. We optimize the geometric structure and calculate the optoelectronic properties at a wavelength of 3 μm. For our simulated parameters, the optimal PD achieves a responsivity of 2.77 A/W and a detectivity of 4.68×10 9 cm·Hz 1/2 ·W -1 at -1V. This work suggests a promising avenue to further develop high-detectivity and high-speed PDs for MIR silicon photonics.
- 27 August 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Photonics Journal
- Vol. 16 (5) , 1-10
Open AccessDesign and Optimization of InAs Waveguide- Integrated Photodetectors on Silicon via Heteroepitaxial Integration for Mid- Infrared Silicon Photonics
Waveguide-integrated photodetectors (PDs) play a crucial role in mid-infrared (MIR) silicon photonics, serving vital functions in sensing and communication applications. III-V semiconductors are widely used in MIR PDs, and many state-of-the-art III-V PDs on Si still require complicated integration methods. Heteroepitaxial growth technology is a competitive approach for large-scale integration; however, buffers capable of simultaneously achieving heteroepitaxial growth and optical coupling are limited in the MIR region. In this paper, we report a waveguide-integrated InAs PD on Si, incorporating a GaAs/Ge buffer design based on interfacial misfit (IMF) technology. We optimize the geometric structure and calculate the optoelectronic properties at a wavelength of 3 μm. For our simulated parameters, the optimal PD achieves a responsivity of 2.77 A/W and a detectivity of 4.68×10 9 cm·Hz 1/2 ·W -1 at -1V. This work suggests a promising avenue to further develop high-detectivity and high-speed PDs for MIR silicon photonics.
- Open Access
Array Design of 300 GHz Dual-Band Microstrip Antenna Based on Dual-Surfaced Multiple Split-Ring Resonators
To meet the increasing need of high-data-rate and broadband wireless communication systems, the devices and its circuits R&D under Millimeter, Sub-Millimeter, or even Terahertz (THz) frequency bands are attracting more and more attention from not only academic, but also industrial areas. Most of the former research on the THz waveband (0.1–10 THz) antenna design is mainly focused on realizing high directional gain, such as horn antennas, even though the coverage area is very limited when comparing with the current Wi-Fi system. One solution for the horizontally omnidirectional communication antenna is using the structure of multiple split-ring resonators (MSRRs). Aiming at this point, a novel 300 GHz microstrip antenna array based on the dual-surfaced multiple split-ring resonators (DSMSRRs) is proposed in this paper. By employing the two parallel microstrip transmission lines, different MSRRs are fed and connected on two surfaces of the PCB with a centrally symmetric way about them. The feeding port of the whole antenna is in between the centers of the two microstrip lines. Thus, this kind of structure is a so-called DSMSRR. Based on the different size of the MSRRs, different or multiple working wavebands can be achieved on the whole antenna. Firstly, in this paper, the quasi-static model is used to analyze the factors affecting the resonance frequency of MSRRs. Simulation and measured results demonstrate that the resonant frequency of the proposed array antenna is 300 GHz, which meets the design requirements of the expected frequency point and exhibits good radiation characteristics. Then, a dual-band antenna is designed on the above methods, and it is proved by simulation that the working frequency bands of the proposed dual-band antenna with reflection coefficient below −10 dB are 274.1–295.6 GHz and 306.3–313.4 GHz.
Open AccessArray Design of 300 GHz Dual-Band Microstrip Antenna Based on Dual-Surfaced Multiple Split-Ring Resonators
To meet the increasing need of high-data-rate and broadband wireless communication systems, the devices and its circuits R&D under Millimeter, Sub-Millimeter, or even Terahertz (THz) frequency bands are attracting more and more attention from not only academic, but also industrial areas. Most of the former research on the THz waveband (0.1–10 THz) antenna design is mainly focused on realizing high directional gain, such as horn antennas, even though the coverage area is very limited when comparing with the current Wi-Fi system. One solution for the horizontally omnidirectional communication antenna is using the structure of multiple split-ring resonators (MSRRs). Aiming at this point, a novel 300 GHz microstrip antenna array based on the dual-surfaced multiple split-ring resonators (DSMSRRs) is proposed in this paper. By employing the two parallel microstrip transmission lines, different MSRRs are fed and connected on two surfaces of the PCB with a centrally symmetric way about them. The feeding port of the whole antenna is in between the centers of the two microstrip lines. Thus, this kind of structure is a so-called DSMSRR. Based on the different size of the MSRRs, different or multiple working wavebands can be achieved on the whole antenna. Firstly, in this paper, the quasi-static model is used to analyze the factors affecting the resonance frequency of MSRRs. Simulation and measured results demonstrate that the resonant frequency of the proposed array antenna is 300 GHz, which meets the design requirements of the expected frequency point and exhibits good radiation characteristics. Then, a dual-band antenna is designed on the above methods, and it is proved by simulation that the working frequency bands of the proposed dual-band antenna with reflection coefficient below −10 dB are 274.1–295.6 GHz and 306.3–313.4 GHz.
- Open Access
Compact Design of Annular-Microstrip-Fed mmW Antenna Arrays
In this paper, a series of four novel microstrip antenna array designs based on different annular-microstrip feeding lines at 60-GHz millimeter wave (mmW) band are proposed, aiming at the potential usage of the mmW coverage antenna with multi-directional property. As the feeding network, the annular contour microstrip lines are employed to connect the patch units so as to form a more compact array. Our first design is to use an outer contour annular microstrip line to connect four-direction linear arrays composed of 1 × 3 rectangular patches, thus the gain of 8.4 dBi and bandwidth of over 300 MHz are obtained. Our second design is to apply the two-direction pitchfork-shaped array each made up of two same linear arrays as the above, therefore the gain of 9.65 dBi and bandwidth of around 250 MHz are achieved. Our third design is to employ dual (inner and outer contour) annular-microstrip feeding lines to interconnect the above four-direction linear arrays, while our fourth design is to bring bridged annular-microstrip feeding lines, both of which can realize the goal of multi-directional radiation characteristic and higher gain of over 10 dBi.
Open AccessCompact Design of Annular-Microstrip-Fed mmW Antenna Arrays
In this paper, a series of four novel microstrip antenna array designs based on different annular-microstrip feeding lines at 60-GHz millimeter wave (mmW) band are proposed, aiming at the potential usage of the mmW coverage antenna with multi-directional property. As the feeding network, the annular contour microstrip lines are employed to connect the patch units so as to form a more compact array. Our first design is to use an outer contour annular microstrip line to connect four-direction linear arrays composed of 1 × 3 rectangular patches, thus the gain of 8.4 dBi and bandwidth of over 300 MHz are obtained. Our second design is to apply the two-direction pitchfork-shaped array each made up of two same linear arrays as the above, therefore the gain of 9.65 dBi and bandwidth of around 250 MHz are achieved. Our third design is to employ dual (inner and outer contour) annular-microstrip feeding lines to interconnect the above four-direction linear arrays, while our fourth design is to bring bridged annular-microstrip feeding lines, both of which can realize the goal of multi-directional radiation characteristic and higher gain of over 10 dBi.