Ziye Liu

ORCID: 0000-0003-3332-1452
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About
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Research Areas
  • Perovskite Materials and Applications
  • Conducting polymers and applications
  • Transportation Planning and Optimization
  • Structural Behavior of Reinforced Concrete
  • Neural Networks Stability and Synchronization
  • Mathematical and Theoretical Epidemiology and Ecology Models
  • Advanced Neural Network Applications
  • Structural Load-Bearing Analysis
  • Quantum Dots Synthesis And Properties
  • Distributed Control Multi-Agent Systems
  • Traffic control and management
  • Chalcogenide Semiconductor Thin Films
  • Software-Defined Networks and 5G
  • Autonomous Vehicle Technology and Safety
  • Mechanical stress and fatigue analysis
  • Concrete Corrosion and Durability
  • Telecommunications and Broadcasting Technologies
  • 3D Modeling in Geospatial Applications
  • Energy Harvesting in Wireless Networks
  • Geographic Information Systems Studies
  • Organic Light-Emitting Diodes Research
  • CCD and CMOS Imaging Sensors
  • Automated Road and Building Extraction
  • Organic Electronics and Photovoltaics
  • Advanced Data and IoT Technologies

Xidian University
2017-2025

South China University of Technology
2025

Yunnan University of Finance And Economics
2023

North China University of Science and Technology
2022

Shihezi University
2020

China XD Group (China)
2018

Abstract NiO x hole transporting layer has been extensively studied in optoelectronic devices. In this paper, the low temperature, solution–combustion‐based method is employed to prepare layer. The resulting thin films show better quality and preferable energy alignment with perovskite film compared high temperature sol–gel‐processed . With this, high‐performance solar cells are fabricated successfully power conversion efficiency exceeding 20% using a modified two‐step prepared MA 1− y FA...

10.1002/aenm.201703432 article EN Advanced Energy Materials 2018-03-30

In Internet of Vehicles (IoV), accurate traffic flow prediction is helpful for analyzing road condition and then timely feedback information to managers as well travelers. Traditional predictions are generally suffering from the performance degradation by over-fitting manual intervening, which cannot support large-scale high-dimensional urban network data. To address this issue, in paper, a framework based on deep learning proposed. Firstly, feature engineering introduced extract features...

10.1109/tits.2020.3025856 article EN publisher-specific-oa IEEE Transactions on Intelligent Transportation Systems 2020-10-06

Efficient perovskite/PCBM heterojunction is formed in one-step for perovskite solar cells with high performance and long-term stability.

10.1039/c7nr07753j article EN Nanoscale 2018-01-01

With the fast development of perovskite solar cell, its energy conversion efficiency has improved rapidly. In this paper, a CH3NH3PbI3–xClx organic–inorganic cell (PSC) was successfully prepared by one-step solvent engineering method, and planar heterojunction optimized interface cathode interlayers. It found that TiCl4 treatment could effectively reduce TiO2 surface roughness, decrease defects, improve thin film crystallinity, charge carrier recombination; hence, short-circuit current...

10.1021/acs.jpcc.7b09537 article EN The Journal of Physical Chemistry C 2017-12-20

Accurate detection of transportation objects is pivotal for enhancing driving safety and operational efficiency. In the rapidly evolving domain systems, utilization unmanned aerial vehicles (UAVs) low-altitude detection, leveraging remotely-sensed images videos, has become increasingly vital. Addressing growing demands robust, real-time object-detection capabilities, this study introduces a lightweight, memory-efficient model specifically engineered constrained computational power resources...

10.3390/rs16193712 article EN cc-by Remote Sensing 2024-10-05

Recognizing dangerous driving actions is critical for improving road safety in modern transportation systems. Traditional Driver Monitoring Systems (DMSs) often face challenges terms of lightweight design, real-time performance, and robustness, especially when deployed on resource-constrained embedded devices. This paper proposes a novel method based 3D skeletal data, combining Graph Spatio-Temporal Feature Representation (GSFR) with Broad Learning System (BLS) to overcome these challenges....

10.3390/s25061769 article EN cc-by Sensors 2025-03-12

Dopamine-copolymerized PEDOT:LS showed great advantages over PEDOT:PSS in enhancing device performance and durability.

10.1039/c7tc05276f article EN Journal of Materials Chemistry C 2018-01-01

Planar perovskite solar cells (PSCs) with and [6,6]-phenyl-C61-butyric acid methyl ester (PCBM) heterojunction have attracted much interest because they can be fabricated by a low-temperature process exhibit high power conversion efficiency (PCE). Various compositional engineering interface approaches been applied to produce high-performance PSC devices. In this study, we found that high-quality lead halide crystal precursor has significant effect on the film quality it could enhance light...

10.1021/acsomega.7b01099 article EN publisher-specific-oa ACS Omega 2017-09-29

Abstract The 21st century, with the rapid development of information technology (IT), digital life gradually penetrated into every aspect production and life. To investigate use life, each country throughout world, including China, started planning for nation city project. Effective tools, such as geographic system (GIS), help to deal spatial data complex interactions in construction. In order systematically realize goal urban constantly promote level urbanization, this literature is...

10.1088/1757-899x/735/1/012066 article EN IOP Conference Series Materials Science and Engineering 2020-01-01

This paper describes an experimental study on the mechanical properties of cast half-grouted sleeve splice with rebar bonding defects, i.e. strip off ribs or mortar coatings connecting rebar, which may lead to inadequate cohesiveness between and grout. A total 12 groups specimens were tested effects defects bearing capacity, failure modes, strain distribution grouted splice. The rib length-to-embedded length ratios (0.3, 0.5, 1), proportion coating surface area along embedded (0.5 diameter...

10.1177/13694332221107743 article EN Advances in Structural Engineering 2022-06-19

Alternating Direction Method of Multipliers (ADMM) algorithm has been widely adopted for solving the distributed optimization problem (DOP). In this paper, a new parallel ADMM is proposed, which allows agents to update their local states and dual variables in completely manner by modifying existing sequential ADMM. Moreover, updating rules storage method are illustrated. It shown that all can reach consensus asymptotically converging optimal solution. Besides, global cost function will...

10.48550/arxiv.2111.10494 preprint EN other-oa arXiv (Cornell University) 2021-01-01

Yunnan Province is located in the southwest of China. Due to late start agricultural insurance and weak development, has obvious complexity particularity. The implementation policy-based can ensure production P

10.4108/eai.9-12-2022.2327667 article EN 2023-01-01

To address the difficult deployment, high memory overhead, and poor portability of edge deep learning frameworks in industry IoT, we propose MicroInfer which is an inference framework for Microprocessors. employs a combination upper computer lower architecture. The automatically implements model quantization, precompilation, operator matching, code generation, estimates advance overhead acceleration scheme required on chip, generates customized AI plug-in. utilize improved management...

10.1145/3566099.3569004 article EN 2022-10-17

When BIM technology is applied to analyze the seismic performance of buildings, integrity design components and accuracy relevant data need be ensured. The reinforced mortar layer strip method has advantages such as reinforcement simpleness low costs, which can help with application field retrofitting. Based on this, a three-dimensional shaking table test was carried out in this paper, law infill wall frame structures' capacity improvement by obtained. Moreover, dynamic characteristics,...

10.1109/ichce57331.2022.10042738 article EN 2022 8th International Conference on Hydraulic and Civil Engineering: Deep Space Intelligent Development and Utilization Forum (ICHCE) 2022-11-25
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