Original ResearchPublished 17 April 2026Temporal convolutional network architectures: a novel simultaneous spatio-temporal model for comparative analysisMilad Jabbari · Eisa Aghchehli · Chenfei Ma · Kianoush NazarpourFrontiers in Signal Processingdoi 10.3389/frsip.2026.1728615
MethodsPublished 14 April 2026From data to decision: a holistic data-driven method for HVDC commutation failure pre-judgementHuanhuan Yang · Shuqing Zhang · Jianxin Zhang · Tongtong Zhang · Yong Mei · Weijie Zhang · Yanan Zhu · Tuo JiangFrontiers in Smart Gridsdoi 10.3389/frsgr.2026.1652647
Original ResearchPublished 10 April 2026A digital twin-based fault simulation framework for aircraft electromechanical actuators: method and demonstrationChengwei Wang · Ip-Shing Fan · Stephen P. KingFrontiers in Aerospace Engineeringdoi 10.3389/fpace.2026.1708392
Original ResearchPublished 24 March 2026The role of signal preprocessing on the discriminability of canonical time-series characteristics and classification among individuals with and without Parkinson’s disease during serious game interactionMaria Fernanda Soares de Almeida · Ariana Moura Cabral · Leandro Rodrigues da Silva Souza · Mila Figueira Nozella · Camille Marques Alves · Pedro Henrique Bernardes Caetano Milken · Maria Olivia Domingos Rezio Ramos · Luanne Cardoso Mendes · Adriano de Oliveira AndradeFrontiers in Signal Processingdoi 10.3389/frsip.2026.1715921
Original ResearchPublished 23 March 2026A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifierOmobayo Ayokunle Esan · Dorcas Oladayo EsanFrontiers in Horticulturedoi 10.3389/fhort.2026.1762580
Original ResearchPublished 4 March 2026State estimation of lithium-ion batteries via electrochemical features and self-attention networksJinman Li · Yuxiao WuFrontiers in Batteries and Electrochemistrydoi 10.3389/fbael.2026.1795223
Original ResearchPublished 16 February 2026Residual life prediction of progressive failure bearings based on NGO-AVMD hybrid domain featuresJiong ZhouFrontiers in Signal Processingdoi 10.3389/frsip.2025.1729918
Smart GridsPublished 3 November 2025CatBoost-enhanced convolutional neural network framework with explainable artificial intelligence for smart-grid stability forecastingStephanie NessFrontiers in Smart Gridsdoi 10.3389/frsgr.2025.1617763
Communications and NetworksPublished 17 October 2025Intelligent path selection algorithm for tactical communication networks enhanced by link state awarenessYigang Shen · Lei Xie · Ming LiFrontiers in Communications and Networksdoi 10.3389/frcmn.2025.1635982
SensorsPublished 5 September 2025Machine learning pipeline for microparticle size classification in self-mixing interferometric signals for flow cytometrySebastián Sierra-Alarcón · Julien Perchoux · Clément Tronche · Francis Jayat · Adam QuotbFrontiers in Sensorsdoi 10.3389/fsens.2025.1662060
NeuroergonomicsPublished 2 July 2025How low can you go: evaluating electrode reduction methods for EEG-based speech imagery BCIsMaurice Rekrut · Johannes Ihl · Tobias Jungbluth · Antonio KrügerFrontiers in Neuroergonomicsdoi 10.3389/fnrgo.2025.1578586
SensorsPublished 7 April 2025Mamba with split-based pyramidal convolution and Kolmogorov-Arnold network-channel-spatial attention for electroencephalogram classificationZhe LiFrontiers in Sensorsdoi 10.3389/fsens.2025.1548729
Smart GridsPublished 31 January 2024Identification of harmonic sources in smart grid using systematic feature extraction from non-active powersS. Ramana Kumar Joga · Pampa Sinha · Kaushik Paul · Satyabrata Sahoo · Samita Rani Pani · Geetanjali Dei · Taha Selim UstunFrontiers in Smart Gridsdoi 10.3389/frsgr.2024.1338774
Control EngineeringPublished 8 April 2022Resilient Biomedical Systems Design Under Noise Using Logic-Based Machine LearningTousif Rahman · Rishad Shafik · Ole-Christoffer Granmo · Alex YakovlevFrontiers in Control Engineeringdoi 10.3389/fcteg.2021.778118
