Jiapeng Zhang

ORCID: 0000-0003-3764-5921
Publications
Citations
Views
---
Saved
---
About
Contact & Profiles
Research Areas
  • Advancements in Battery Materials
  • Gene expression and cancer classification
  • Nanoplatforms for cancer theranostics
  • Single-cell and spatial transcriptomics
  • Antenna Design and Optimization
  • Advanced biosensing and bioanalysis techniques
  • Advanced Battery Materials and Technologies
  • Anomaly Detection Techniques and Applications
  • Recommender Systems and Techniques
  • Advanced Battery Technologies Research
  • Time Series Analysis and Forecasting
  • Ultrasound and Hyperthermia Applications
  • Smart Grid Security and Resilience
  • Mobile Agent-Based Network Management
  • Supercapacitor Materials and Fabrication
  • Advanced Graph Neural Networks
  • Remote Sensing and LiDAR Applications
  • Underground infrastructure and sustainability
  • Machine Learning and ELM
  • Oral health in cancer treatment
  • Power Systems Fault Detection
  • Cardiovascular, Neuropeptides, and Oxidative Stress Research
  • Facial Trauma and Fracture Management
  • Dielectric materials and actuators
  • Wireless Signal Modulation Classification

Beijing University of Chemical Technology
2022-2024

Northeast Electric Power University
2024

Chengdu University of Technology
2023

Northeastern University
2021-2023

Dalian University of Technology
2023

Guangzhou Institute of Energy Conversion
2023

Chinese Academy of Sciences
2023

Shanxi Transportation Research Institute
2022

Wenzhou Medical University
2022

Soochow University
2022

Road extraction from satellite imagery is vital in a broad range of applications. However, extracting complete roads challenging due to road occlusions caused by the surroundings. This letter proposed an improved encoder–decoder network via context and integrating full-stage features imagery, dubbed as RCFSNet. A multiscale (MSCE) module designed enhance inference capabilities introducing adequate context. Multiple feature fusion (FSFF) modules skip connection are devised provide accurate...

10.1109/lgrs.2022.3228967 article EN IEEE Geoscience and Remote Sensing Letters 2022-12-12

We fabricate a 2D MXene and 1D whisker carbon nanotube (WCNT) binary composite, where the layer was sandwiched between two WCNT films, assemble flexible resistive-type strain sensor using this composite film. The deformations of conductive networks trigged by external mechanical stimuli cause variations number effective paths, which result in changes electric resistance films. resistances MXene/WCNT films that carry information about are monitored. In addition, we demonstrate role responding...

10.1021/acsami.2c18135 article EN ACS Applied Materials & Interfaces 2022-12-07

In this letter, a machine-learning-assisted antenna optimization method is proposed based on the random forest (RF) algorithm with data augmentation (DA). Using only small number of samples, prediction and accuracy RF ensured repeated DA, which balances different types samples during training. With DA-RF method, AR bandwidth circularly polarized omnidirectional base station optimized. By learning relationship between loop orientations efficiently, improved by 41% compared best one in...

10.1109/lawp.2023.3269811 article EN IEEE Antennas and Wireless Propagation Letters 2023-04-25

In the context of global climate change, implementation building energy conservation and carbon reduction, as well realization zero-energy buildings, is a key measure to cope with change resource depletion. A substation an indispensable in process urbanization construction. However, existing cold areas, heating form substations generally adopts electric heating, which consumes large amount energy. This paper optimizes HVAC through rational utilization surrounding environmental resources puts...

10.3390/app14041562 article EN cc-by Applied Sciences 2024-02-15

Driving risk classification is usually used for evaluating and reducing traffic accidents. It of great significance to improve urban problems, such as jams road Most related works use different representation methods with the data from advanced driving assistance system then statistical approaches or machine learning analyze risk. However, because unbalance positive negative samples, performance not satisfactory. In this article, we propose a method via unbalanced time series samples. first...

10.1109/tim.2022.3145359 article EN IEEE Transactions on Instrumentation and Measurement 2022-01-01

Correction for ‘A lipid droplet targeted fluorescent probe high-efficiency image-guided photodynamic therapy of renal cell carcinoma’ by Ping Tan <italic>et al.</italic>, <italic>Chem. Commun.</italic>, 2021, DOI: 10.1039/d0cc07336a.

10.1039/d1cc90021h article EN cc-by Chemical Communications 2021-01-01

With the increasing demand for energy and worsening environmental issues, application of photothermal materials has been widely explored due to their high conversion capabilities friendliness. In this work, metal-carbon fiber composites were prepared subjected water evaporation performance tests alongside pure metals pyrolytic phenolic resin materials. The results show that addition effectively improved efficiency by narrowing molecular gaps materials, indicating a strong synergistic...

10.1021/acsami.4c13768 article EN ACS Applied Materials & Interfaces 2024-09-20

While remote zone 3 protection relays are essential to power systems, their false trips also one of main causes related cascading blackouts. Although many methods have been developed on traditional systems address this issue, the past failure events showed ineffectiveness these methods. With development Smart Grid (SG), new agent-based proposed issue by utilizing SG real-time communications. We found that solutions simply assume ideal communication networks and do not consider effect...

10.1109/tst.2015.7085627 article EN Tsinghua Science & Technology 2015-04-01

Treatment of osteomyelitis is still challenging, as conventional antibiotic therapy limited by the emergence resistant strains and formation biofilms. Sonoantimicrobial chemotherapy (SACT) a novel low-frequency low-intensity ultrasound (LFLIU) combined with sonosensitizer. Therefore, in our study, sonosensitizer named emodin (EM) was proposed to be LFLIU relieve acute caused methicillin-resistant Staphylococcus aureus (MRSA) through antibacterial antibiofilm effects. The efficiencies...

10.1128/spectrum.00544-22 article EN cc-by Microbiology Spectrum 2022-09-07

In order to optimize the biped robot's gait, walking motion is simplify 3D linear inverted pendulum mode. The Center of Mass (CoM) locus determined from relationship between CoM and Zero Moment Point (ZMP) locus. ZMP planned in advance. Then, forward gait lateral are simplified as connecting rod structure. Swing leg trajectory using B-spline interpolation. And stability process discussed conjunction with equation. Finally system simulation carried out under given conditions verify validity...

10.1088/1757-899x/301/1/012098 article EN IOP Conference Series Materials Science and Engineering 2018-01-01

Abstract In order to learn the current lighting environment of underground commercial space in Chengdu, we selected Sino-Ocean Taikoo Li Tianfu Square Jinzhan Shopping Center and Diyi Avenue Underground Commercial Street as research objects using field test method investigate illuminance, lights colour temperature road surface luminance. Through contrast data analyse environment, this paper put forward suggestions such bring natural light, adding stores channels selecting reasonably enhance...

10.1088/1757-899x/741/1/012033 article EN IOP Conference Series Materials Science and Engineering 2020-01-01

In this paper we take a step towards understanding the impact of principle component analysis (PCA) in context unsupervised clustering beyond dimensionality reduction tool. We explore another property PCA vector problems, which call compressibility. This phenomenon shows that significantly reduces distance data points belonging to same clusters, while reducing inter-cluster distances relatively mildly. gap explains many empirical observations found practice. For example, single-cell...

10.48550/arxiv.2204.10888 preprint EN cc-by arXiv (Cornell University) 2022-01-01

As the false trips of remote protection relays are among main reasons behind cascading blackouts, it is critical to design reli⁃ able relay protection. Even though common schemes on traditional power systems have been investigated for a few de⁃ cades, failures in recent years indicate more research needed this area. Consequently, researchers proposed agent⁃based methods Smart Grid (SG) address issue. However, these existing simply use TCP protocol without considering real⁃time communication...

10.3969/j.issn.1673-5188.2015.03.004 article EN ZTE communications 2015-09-25

Objective To acknowledge the NALP3 inflammasome expression and significance in interstitial cystitis/bladder pain syndrome (IC/PBS). Methods The urine of 16 IC/BPS patients normal persons was collected to measure IL-1β content by ELISA. Bladder tissue para-carcinoma bladder cancer were collected. And levels NALP3, caspase-1 detected Western Blot. 60 female rats randomly divided into control group(bladder infused with 0.5 ml saline), hyaluronidase group[bladder hyaluronidase(4 mg/ml)]...

10.3760/cma.j.issn.1000-6702.2018.08.015 article EN Zhonghua miniao waike zazhi 2018-08-15
Coming Soon ...