Original Research
Published
AHAT-Fin: an adaptive hybrid attention and market-state-aware framework for financial time-series forecasting
Yingli Gong · Dongdong Lv · Zhijian Duan
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1975632
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Articles
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Showing 30 articles
Original Research
Published
A systematic benchmarking pipeline for demand forecasting and inventory-aware supply chain decision support
Suleiman Ali Alsaif
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1936360
Original Research
Published
A robust adversarial learning framework for EEG emotion recognition
Hao Yang · Li Chen · Jianyong Gao · Junqiang Zhang · Jianfeng Zhang
Frontiers in Neurology
doi 10.3389/fneur.2026.1951986
Original Research
Published
Hybrid VAE-Transformer-based multi-task learning for cyberattack detection and fault classification in electric vehicle charging stations
R. Vinitha · R. Senthil Kumar
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1934106
Original Research
Published
An attention-enhanced hybrid CNN-BiLSTM framework for multiclass epileptic seizure recognition using EEG signals
Bobbinpreet Kaur · Sheenam Middha · Aleem Ali · Noman Khan · Reham Alhejaili · Ahmed H. Almutairi
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1949040
Original Research
Published
Subject-independent classification of ADHD from pediatric EEG: a leakage-aware deep learning framework with interpretable neurophysiological mapping
M. Geethapriya · Kalyanaraman Pattabiraman
Frontiers in Neuroscience
doi 10.3389/fnins.2026.1925266
Original Research
Published
A data-driven and interpretable hybrid quantum-classical model for male infertility risk assessment
T. Sarath · K. Brindha
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1853728
Original Research
Published
Human β defensin type 2 based novel antimicrobial peptide prediction using both molecular dynamics simulation and artificial intelligence methods
Ishrat Jahan · Hailemicael Lulseged Yimer · Kushal Badal · Michaela Brady · Jason J. Guo · Bryce Richardson · Letu Qingge · Liqun Zhang
Frontiers in Chemistry
doi 10.3389/fchem.2026.1913090
Original Research
Published
A unified unsupervised deep learning and stride threat modeling framework for multi-domain cyber-physical security in nuclear digital twins
Mehtab Alam · Akshay Chamoli · Ashraf Ali · Abdullah Alourani
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1926649
Original Research
Published
Anticipating user desires: predicting software product feature demand through consumer behavioral analytics
Abdullah A. Aldaeej
Frontiers in Big Data
doi 10.3389/fdata.2026.1931695
Original Research
Published
Real-time bus arrival prediction and bus bunching prevention using a multi-agent LSTM approach
Seema Rawat · Alyona Abaidullina · Dilnaz Alimbayeva · Deepak Kumar · Praveen Kumar
Frontiers in Built Environment
doi 10.3389/fbuil.2026.1894212
Original Research
Published
Generative real-time planning for multi-robot contingencies using deep prior-guided whale optimization
Xinyi Zhang · Xinqi Li · Wenbo Li
Frontiers in Robotics and AI
doi 10.3389/frobt.2026.1955600
Original Research
Published
LSTM GRFF-Net: hybrid long short-term memory-gated recurrent fractional fusion network for multimodal biometrics recognition
N. Mekala · N. Mohanasundaram · R. Santhosh
Frontiers in Computer Science
doi 10.3389/fcomp.2026.1884397
Original Research
Published
Modeling forest soil organic carbon dynamics under seasonal freeze–thaw cycles: implications for carbon sequestration in cold-region forest ecosystems
Tong Gao · Xingyu Jiang · Jiaqi Zhou · Yaoxiang Li · Xibin Dong
Frontiers in Forests and Global Change
doi 10.3389/ffgc.2026.1939588
Original Research
Published
Research on a novel distribution network line loss prediction model based on spatiotemporal feature fusion neural network
Yi Ran · Yongguang Ding · Yanming Mai · Juntong Huo · Lifei Li · Yucheng Zhang · Jingna Duan
Frontiers in Energy Research
doi 10.3389/fenrg.2026.1945909
Original Research
Published
Simultaneous retrieval of 13 phytoplankton pigments from Sentinel-3 OLCI using convolutional neural networks and transfer learning
Borja Sánchez-López · Marco Talone · Jesus Cerquides · Annalisa Di Cicco · Gonzalo Martínez-Fornos · Petra Slavinec
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1880618
Original Research
Published
Co-cultivation of yeast to enhance carboxypeptidase enzyme production: biocalorimetric, respirometric, and deep learning investigation
Saravana Kumar Ganesan · Aruna Janani V · Vinosh Muthukumar P · Yuvaraj Dinakarkumar · Sivanesh NE · Saravana Raj A
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1894850
Original Research
Published
MemAF-KTCBM: a Memory-Aware Fractional optimisation-enabled deep learning model for atherosclerosis classification
Nazarkar Pravalika · Jabeena A. · Vetriveeran Rajamani
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1901028
Original Research
Published
HSD-Net: a dual-branch CNN-BiLSTM network with hybrid cepstral fusion for heart sound classification
Caijian Hua · Ye Tian · Liuying Li · Xia Zhou
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1883548
Original Research
Published
Cyber-resilient flight architecture for software-defined UAVs using digital twin-based validation
I. C. Emeto · A. G. Adamu · I. H. Ezeh · E. C. Ochuba · C. A. Okoloegbo
Frontiers in Future Transportation
doi 10.3389/ffutr.2026.1827528
Review
Published
AI/ML enabled smart battery management systems in electric vehicles
Mohammad Waseem
Frontiers in Batteries and Electrochemistry
doi 10.3389/fbael.2026.1883201
Original Research
Published
Deep learning model to predict COPD hospital admissions based on meteorological data: a medical meteorological forecast
Lei Zhang · Mingjie Zhang · Jinghong Zhang · Yajie Zhang · Tian Xie · Yipeng Ding · Shuyuan Chu · Haihong Wu
Frontiers in Big Data
doi 10.3389/fdata.2026.1687969
Original Research
Published
Evaluating sleep quality in a non-intrusive manner using contactless ballistocardiography and audio signals through a LSTM-TCN machine learning model
Dominic Jaworski · Tae-Ho Kim · Bohyung Choi · Edward J. Park
Frontiers in Network Physiology
doi 10.3389/fnetp.2026.1779111
Original Research
Published
Application of VMD–CNN–LSTM in mechanical fault diagnosis of pump station units
Fengshou Zhang · Mengmeng Cui · Hongyu Yang · Jing Feng · Qingqing Tian · Yu Tian · Lei Guo
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1777346
Original Research
Published
Renewable energy MicroGrid power forecasting: AI techniques with environmental perspective
Amanul Islam · Fazidah Othman
Frontiers in Environmental Chemistry
doi 10.3389/fenvc.2026.1759525
Original Research
Published
An ensemble data-driven method for fault detection and diagnosis of digital control systems in nuclear power plants
Baimao Lei · Bohao Tian · Yingrong Yao · Chenyu Jiang · Jun Yang
Frontiers in Nuclear Engineering
doi 10.3389/fnuen.2025.1714098
Communications and Networks
Published
Spatio-temporal beam-level traffic forecasting in 5G wireless systems using multi-task learning
Israel Tommy · Taoreed Akinola · Xiangfang Li · Lijun Qian
Frontiers in Communications and Networks
doi 10.3389/frcmn.2025.1658461
Electronics
Published
A hybrid LSTM–transformer model for accurate remaining useful life prediction of lithium-ion batteries
Tianren Zhao · Yanhui Zhang · Minghao Wang · Wei Feng · Shengxian Cao · Gong Wang
Frontiers in Electronics
doi 10.3389/felec.2025.1654344
Smart Grids
Published
Research on short-term line loss rate prediction method of distribution network based on RF-CNN-LSTM
Lin Jiang · Chen Li · Wei Qiu · Caili Xiang · Jiawei Yang · Jun Shu
Frontiers in Smart Grids
doi 10.3389/frsgr.2025.1612770
Medical Engineering
Published
Long short-term-memory-based depth of anesthesia index computation for offline and real-time clinical application in pigs
Benjamin Caillet · Gilbert Maître · Steve Devènes · Darren Hight · Alessandro Mirra · Olivier L. Levionnois · Alena Simalatsar
Frontiers in Medical Engineering
doi 10.3389/fmede.2024.1455116