Back Propagation Neural Network | List of Frontiers open access articles

Original Research

Published on 30 Apr 2025

Individual cardiorespiratory fitness exercise prescription for older adults based on a back-propagation neural network

in Aging and Public Health

Yiran Xiao
Chunyan Xu
Lantian Zhang
Xiaozhen Ding

Frontiers in Public Health

doi 10.3389/fpubh.2025.1546712

2,359 views
2 citations

Original Research

Published on 31 Mar 2021

Electrical Characteristics Estimation of Photovoltaic Modules via Cuckoo Search—Relevant Vector Machine Probabilistic Model

in Solar Energy

Jianmin Ban
Xinyu Pan
Minming Gu

Frontiers in Energy Research

doi 10.3389/fenrg.2021.610405

2,039 views
4 citations

Original Research

Accepted on 02 Feb 2026

Research on Intelligent Diagnosis of Mechanical Rolling Bearing Faults through Transfer Learning

in Mechatronics

Yougang Zhang

Frontiers in Mechanical Engineering

130 views

Original Research

Published on 06 Jun 2023

Robustness enhanced capacity estimation method for lithium-ion batteries based on multi-voltage-interval incremental capacity peaks

in Energy Storage

Xianli Guo
Binxiang Xu
Linfeng Zheng
Jing Xu

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1207194

2,682 views
5 citations

Original Research

Published on 03 Jun 2024

Enhanced prediction of cement raw meal oxides by near-infrared spectroscopy using machine learning combined with chemometric techniques

in Analytical Chemistry

Yongzhen Zhang
Zhenfa Yang
Yina Wang
Xinting Ge
Jianfeng Zhang
Hang Xiao

Frontiers in Chemistry

doi 10.3389/fchem.2024.1398984

2,413 views
5 citations

Original Research

Published on 07 Sep 2023

Inverse design of anisotropic bone scaffold based on machine learning and regenerative genetic algorithm

in Biomechanics

Wenhang Liu
Youwei Zhang
Yongtao Lyu
Sergei Bosiakov
Yadong Liu

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2023.1241151

5,941 views
36 citations

Original Research

Published on 15 Aug 2023

A novel approach for prognosis of lithium-ion battery based on geometrical features and data-driven model

in Electrochemical Energy Storage

Guoning Xu
Yang Gao
Yongxiang Li
Zhongzhen Jia
Xiaowei Du
Yanchu Yang
Sheng Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1144450

2,264 views
1 citation

Original Research

Published on 26 Jan 2026

A machine learning and remote sensing approach for accurate forest sub-compartment level vegetation cover change monitoring

in Sustainable and Intelligent Phytoprotection

Wenjie Zhang
Yingze Tian
Xiaohui Su
Danzi Wu

Frontiers in Plant Science

doi 10.3389/fpls.2026.1741992

641 views

Original Research

Published on 22 Aug 2022

Spatial differentiation and influencing factors of rural-area multi-functionality in Hebei province based on a spatial econometric model

in Land Use Dynamics

Lijun Ma
Shuang Xu
Fengyu Guo
Lei Xu
Shi Yin

Frontiers in Environmental Science

doi 10.3389/fenvs.2022.773259

2,400 views
6 citations

Original Research

Published on 08 Jan 2026

Research on fault diagnosis in the operation monitoring of permanent magnet synchronous motors through deep learning

in Mechatronics

Zhidong Guo
Xiaobei Pan

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2025.1687802

905 views

Original Research

Published on 25 Nov 2025

Explainable machine learning to predict postoperative ileus after radical cystectomy: an 11-year real-world cohort

in Medicine and Public Health

Xiaoping Chen
Guolong Chen
Zongxin Zheng
Huiming Lu
Yuyi Luo
Lu Man
Mengxiao Jiang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1678292

1,022 views

Original Research

Published on 20 Feb 2026

Horizontal vibration control of elevator car based on optimized NSGA-II algorithm

in Vibration Systems

Liqun Wang
Runliang Zhang
Ying Gao

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2026.1755274

288 views

Original Research

Published on 29 Jun 2023

Altered brain functional connectivity in vegetative state and minimally conscious state

in Neurocognitive Aging and Behavior

Yi Yang
Yangyang Dai
Qiheng He
Shan Wang
Xueling Chen
Xiaoli Geng
Jianghong He
Feng Duan

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2023.1213904

6,442 views
12 citations

Original Research

Published on 04 Apr 2024

Shear wave velocity prediction based on 1DCNN-BiLSTM network with attention mechanism

in Solid Earth Geophysics

Gang Feng
Wen-Qing Liu
Zhe Yang
Wei Yang

Frontiers in Earth Science

doi 10.3389/feart.2024.1376344

2,717 views
8 citations

Original Research

Published on 14 Oct 2022

A life-threatening arrhythmia detection method based on pulse rate variability analysis and decision tree

in Computational Physiology and Medicine

Lijuan Chou
Jicheng Liu
Shengrong Gong
Yongxin Chou

Frontiers in Physiology

doi 10.3389/fphys.2022.1008111

4,222 views
3 citations

Original Research

Published on 15 Apr 2025

Estimation of the water content of needles under stress by Erannis jacobsoni Djak. via Sentinel-2 satellite remote sensing

in Technical Advances in Plant Science

Jiaze Guo
Xiaojun Huang
Debao Zhou
Junsheng Zhang
Gang Bao
Siqin Tong
Yuhai Bao
Dashzebeg Ganbat
Dorjsuren Altanchimeg
Davaadorj Enkhnasan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1540604

1,719 views
2 citations

Articles

Individual cardiorespiratory fitness exercise prescription for older adults based on a back-propagation neural network

Electrical Characteristics Estimation of Photovoltaic Modules via Cuckoo Search—Relevant Vector Machine Probabilistic Model

Research on Intelligent Diagnosis of Mechanical Rolling Bearing Faults through Transfer Learning

Robustness enhanced capacity estimation method for lithium-ion batteries based on multi-voltage-interval incremental capacity peaks

Enhanced prediction of cement raw meal oxides by near-infrared spectroscopy using machine learning combined with chemometric techniques

Inverse design of anisotropic bone scaffold based on machine learning and regenerative genetic algorithm

A novel approach for prognosis of lithium-ion battery based on geometrical features and data-driven model

A machine learning and remote sensing approach for accurate forest sub-compartment level vegetation cover change monitoring

Spatial differentiation and influencing factors of rural-area multi-functionality in Hebei province based on a spatial econometric model

Research on fault diagnosis in the operation monitoring of permanent magnet synchronous motors through deep learning

Explainable machine learning to predict postoperative ileus after radical cystectomy: an 11-year real-world cohort

Horizontal vibration control of elevator car based on optimized NSGA-II algorithm

Altered brain functional connectivity in vegetative state and minimally conscious state

Shear wave velocity prediction based on 1DCNN-BiLSTM network with attention mechanism

A life-threatening arrhythmia detection method based on pulse rate variability analysis and decision tree

Estimation of the water content of needles under stress by Erannis jacobsoni Djak. via Sentinel-2 satellite remote sensing