Personal information

Emails & domains

Verified email addresses

Other IDs

SciProfiles: 2389924

Countries

Australia

Activities

Collapse all

Employment (3)

University of Technology Sydney: NSW, NSW, AU

PhD Student (AAII, School of CS, FEIT)
Employment
Source: Self-asserted source
Shengchao Chen

Hainan University: Haikou, CN

Research Assistant (School of Information and Communication Engineering)
Employment
Source: Self-asserted source
Shengchao Chen

Guangdong-Hongkong-Macao Greater Bay Area Weather Research Center for Monitoring Warning and Forecasting (Shenzhen Institute of Meteorological Innovation): Shenzhen, CN

Research Assistant (Deep Learning on Weather/Climate)
Employment
Source: Self-asserted source
Shengchao Chen

Education and qualifications (1)

Hainan University: Haikou, CN

2020-09-01 to 2023-06-30 | Master (School of Information and Communication Engineering)
Qualification
Source: Self-asserted source
Shengchao Chen

Professional activities (1)

IEEE: New York, NY, US

Membership
Source: Self-asserted source
Shengchao Chen

Works (24)

Federated learning-based wavelength demodulation system for multi-point distributed multi-peak FBG sensors

Optics Express
2024-11-04 | Journal article
DOI: 10.1364/OE.533561
Contributors: Xuan Hou; Sufen Ren; Kebei Yu; Yule Hu; Haoyang Xu; Chenyang Xue; Shengchao Chen; Guanjun Wang
Source: check_circle
Crossref

Rethink Training: Synthetic Data Powers Efficient Fiber-Optics Sensor Demodulation Neural Networks

IEEE Sensors Journal
2024-10-01 | Journal article
DOI: 10.1109/JSEN.2024.3441239
Contributors: Sufen Ren; Shengchao Chen; Yule Hu; Haoyang Xu; Xuan Hou; Qian Yang; Guanjun Wang; Yaqian Zhang
Source: check_circle
Crossref

Free lunch for federated remote sensing target fine-grained classification: A parameter-efficient framework

Knowledge-Based Systems
2024-06 | Journal article
DOI: 10.1016/j.knosys.2024.111694
Contributors: Shengchao Chen; Ting Shu; Huan Zhao; Jiahao Wang; Sufen Ren; Lina Yang
Source: check_circle
Crossref

High-Resolution Spectrum Reconstruction of Cascaded FBG-FPI Sensor in Resource-Constrained Environments

IEEE Sensors Journal
2024-04-01 | Journal article
DOI: 10.1109/JSEN.2024.3365546
Contributors: Haoyang Xu; Shengchao Chen; Sufen Ren; Xuan Hou; Hong Peng; Guanjun Wang; Yaqian Zhang
Source: check_circle
Crossref

Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia From Chest X-Ray Images

IEEE Journal of Biomedical and Health Informatics
2024-02 | Journal article
DOI: 10.1109/JBHI.2023.3247949
Contributors: Shengchao Chen; Sufen Ren; Guanjun Wang; Mengxing Huang; Chenyang Xue
Source: check_circle
Crossref

Collaborative Photonic Crystal Fiber Property Optimization: A New Paradigm for Reverse Design

IEEE Photonics Technology Letters
2023 | Journal article
DOI: 10.1109/LPT.2023.3296674
Contributors: Shengchao Chen; Xinchen Wang; Sufen Ren; Jianli Yang; Yaqian Zhang; Guanjun Wang
Source: check_circle
Crossref

Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data

2023 | Conference paper
DOI: 10.48550/ARXIV.2301.09152
Contributors: Shengchao Chen; Guodong Long; Tao Shen; Jing Jiang
Source: Self-asserted source
Shengchao Chen

TempEE: Temporal–Spatial Parallel Transformer for Radar Echo Extrapolation Beyond Autoregression

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
DOI: 10.1109/TGRS.2023.3311510
Contributors: Shengchao Chen; Ting Shu; Huan Zhao; Guo Zhong; Xunlai Chen
Source: check_circle
Crossref

Fabrication and Demodulation for Sensitivity Enhanced Fiber Fabry-Pérot Sensor Based on Hookean Effect

IEEE Sensors Journal
2023-12-01 | Journal article
DOI: 10.1109/JSEN.2023.3311088
Contributors: Qian Yang; Shengchao Chen; Zilu Liu; Lei Liu; Sen Zhang; Sufen Ren; Longtao Lv; Guanjun Wang; Chong Shen
Source: check_circle
Crossref

MASK-CNN-Transformer for real-time multi-label weather recognition

Knowledge-Based Systems
2023-10 | Journal article
DOI: 10.1016/j.knosys.2023.110881
Contributors: Shengchao Chen; Ting Shu; Huan Zhao; Yuan Yan Tang
Source: check_circle
Crossref

Dual-Parameter Demodulation of FBG-FPI Cascade Sensors via Sparse Samples: A Deep Learning-Based Perspective

IEEE Sensors Journal
2023-10-01 | Journal article
DOI: 10.1109/JSEN.2023.3308172
Contributors: Haoyang Xu; Shengchao Chen; Sufen Ren; Xuan Hou; Guanjun Wang; Chong Shen
Source: check_circle
Crossref

Integrated and Robust Fabry–Perot Humidity Sensor Based on Metal–Organic Framework onto Fiber-Optic Facet

IEEE Sensors Journal
2023-06-15 | Journal article
DOI: 10.1109/JSEN.2023.3273905
Contributors: Shuaicheng Liu; Xuanming Zhang; Qiying Wang; Shengchao Chen; Fei Wang; Jun Wang; Guanjun Wang; Weiting Yang; Mengxing Huang
Source: check_circle
Crossref

Unsupervised Representation Learning-Based Spectrum Reconstruction for Demodulation of Fabry–Perot Interferometer Sensor

IEEE Sensors Journal
2023-06-15 | Journal article
DOI: 10.1109/JSEN.2023.3272954
Contributors: Sufen Ren; Shengchao Chen; Haoyang Xu; Xuan Hou; Qian Yang; Guanjun Wang; Chong Shen
Source: check_circle
Crossref

Design and Demodulation of a Fiber-Optic Fabry-Perot Sensor Applied in a High- Frequency Pneumatic System

IEEE Photonics Journal
2023-02 | Journal article
DOI: 10.1109/JPHOT.2023.3236020
Contributors: Jianli Yang; Qian Yang; Shengchao Chen; Sufen Ren; Guanjun Wang; Mengxing Huang
Source: check_circle
Crossref

High-efficiency FBG array sensor interrogation system via a neural network working with sparse data

Optics Express
2023-02-27 | Journal article
DOI: 10.1364/OE.479708
Contributors: Sufen Ren; Shengchao Chen; Jianli Yang; Jiahao Wang; Qian Yang; Chenyang Xue; Guanjun Wang; Mengxing Huang
Source: check_circle
Crossref

CMT: Interpretable Model for Rapid Recognition Pneumonia from Chest X-Ray Images by Fusing Low Complexity Multilevel Attention Mechanism

arXiv
2022 | Journal article
DOI: 10.48550/ARXIV.2210.16584
Contributors: Shengchao Chen; Sufen Ren; Guanjun Wang; Mengxing Huang; Chenyang Xue
Source: Self-asserted source
Shengchao Chen

Dynamic Multiscale Fusion Generative Adversarial Network for Radar Image Extrapolation

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
DOI: 10.1109/TGRS.2022.3193458
Contributors: Shengchao Chen; Ting Shu; Huan Zhao; Qilin Wan; Jincan Huang; Cailing Li
Source: check_circle
Crossref

High-performance and low-cost FBG strain sensor demodulation system assisted by artificial neural network algorithm

27th International Conference on Optical Fiber Sensors
2022 | Conference paper
DOI: 10.1364/ofs.2022.w4.12
Contributors: Shengchao Chen; Feifan Yao; Sufen Ren; Jianli Yang; Qian Yang; Guanjun Wang; Mengxing Huang
Source: Self-asserted source
Shengchao Chen

Reconstruction of Fabry-Perot Interferometric Sensor Spectrum From Extremely Sparse Sampling Points Using Dense Neural Network

IEEE Photonics Technology Letters
2022-12-15 | Journal article
DOI: 10.1109/LPT.2022.3216909
Contributors: Shengchao Chen; Sufen Ren; Jianli Yang; Feifan Yao; Qian Yang; Lu Wang; Guanjun Wang; Mengxing Huang
Source: check_circle
Crossref

Improvement of Fiber Bragg Grating Wavelength Demodulation System by Cascading Generative Adversarial Network and Dense Neural Network

Applied Sciences
2022-09-08 | Journal article
DOI: 10.3390/app12189031
Contributors: Shuna Li; Sufen Ren; Shengchao Chen; Benguo Yu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Semi-Supervised Deep Learning Model for Efficient Computation of Optical Properties of Suspended-Core Fibers

Sensors
2022-09-07 | Journal article
DOI: 10.3390/s22186751
Contributors: Gao Wang; Sufen Ren; Shuna Li; Shengchao Chen; Benguo Yu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Fabry-Perot interferometric sensor demodulation system utilizing multi-peak wavelength tracking and neural network algorithm

Optics Express
2022-07-04 | Journal article
DOI: 10.1364/OE.461027
Contributors: Shengchao Chen; Feifan Yao; Sufen Ren; Jianli Yang; Qian Yang; Shuyu Yuan; Guanjun Wang; Mengxing Huang
Source: check_circle
Crossref

Efficient calculation of optical properties of suspended-core fiber via a machine learning algorithm

Applied Optics
2022-07-01 | Journal article
DOI: 10.1364/AO.458048
Contributors: Shuyu Yuan; Shengchao Chen; Jianli Yang; Qian Yang; Sufen Ren; Guanjun Wang; Benguo Yu
Source: check_circle
Crossref

Cost-effective improvement of the performance of AWG-based FBG wavelength interrogation via a cascaded neural network

Optics Express
2022-02-28 | Journal article
DOI: 10.1364/OE.449004
Contributors: Shengchao Chen; Feifan Yao; Sufen Ren; Guanjun Wang; Mengxing Huang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Peer review (7 reviews for 3 publications/grants)

Review activity for Artificial intelligence in medicine. (1)
Review activity for Computer networks. (1)
Review activity for Knowledge-based systems. (5)
How many people are using ORCID?