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
Library
Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 28 articles
Original Research
Published
Comparative analysis and optimization of multi-model artificial intelligence for microscopic detection of fungal structures in superficial fungal infections
Mei Liu · Wenjing He · Linan Ni · Lulu Li · Yuling Tang · Jingwen Tan · Lianjuan Yang
Frontiers in Cellular and Infection Microbiology
doi 10.3389/fcimb.2026.1892808
Original Research
Published
Classification of cystoid macular edema status from retinal vasculitis fluorescein angiography images using a convolutional neural network
Celina Wang · Koushani Chakrabarty · Stephen D. Anesi · Peter Y. Chang
Frontiers in Ophthalmology
doi 10.3389/fopht.2026.1901237
Original Research
Published
Footprint to prediction: low-cost, three-class foot arch screening using a Harris mat
Hariprasad Ramachandran · Srivardan Balu · Kaushik Ramakrishna Haran · Sanjay Murugan Selvi · Sharmila Nageswaran
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1849098
Original Research
Published
Bridging the performance–efficiency gap: a resource-efficient hybrid DL-ML framework for jackfruit disease detection
Rittik Chandra Das Turjy · Fahmid Al Farid · Md. Hasan Imam Bijoy · Sarbajit Paul Bappy · Amir Sohel · Jia Uddin · Hezerul Bin Abdul Karim
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1884567
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
UAV-based RGB imagery and supervised–unsupervised machine learning for estimating sorghum biomass and grain yield under water and nitrogen stress
Anoop Valiya Veettil · Ripendra Awal · Ali Fares · Binita Thapa · Almoutaz Elhassan · Atikur Rahman
Frontiers in Environmental Science
doi 10.3389/fenvs.2026.1928610
Original Research
Published
Geological framework for natural hydrogen generation in the Jeju basin and Hupijiao Rise, Northern East China Sea
Juhwan Woo · Seungyeol Lee
Frontiers in Earth Science
doi 10.3389/feart.2026.1915778
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
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
Explainable deep learning with novel marine domain metrics for oil spill detection
Tokula I. Umaha · Felix Ale · Ikpaya D. Ikpaya · John A. Momoh · Steve A. Adeshina · Humbulani Simon Phuluwa · Ilesanmi A. Daniyan
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1919085
Original Research
Published
Seismic phase picking of coal mine microseismic data based on lightweight CNN
Haichen Yin · Xiufeng Zhang · Atao Li · Wei Zhu · Yuhua Hou · Yang Chen · Caiping Lu
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1884114
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
Automated detection of pulsating aurora using deep learning methods
Fei Wu · Riley N. Troyer · Allison N. Jaynes · Yang Gao · Mary E. Haag · Jodie McLennan · Darren Chaddock · Eric Donovan · Kung-Sik Chan
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2026.1852793
Original Research
Published
First steps in clinical implementation of a lung nodule classification method by artificial intelligence
Abderrazzak Ajertil · Zineb Farahat · Abla Bouallou · Elisa Le Tertre · Magnanga-Boukandza Joey Ben Elbher · Abdeljalil El quessar · Nejat Kabbaj · Mohamed Cherkaoui Malki · Latifa Chat · Lahcen Hammani · Nabil Ngote
Frontiers in Radiology
doi 10.3389/fradi.2026.1714951
Original Research
Published
Artificial intelligence-based efficient model for the detection of non-technical losses in smart grids
Hassan Ali Khan · Zahid Wadud · Ghulam Hafeez · Ateeq Ur Rehman · Sandra Corasaniti · Paolo Coppa
Frontiers in Energy Efficiency
doi 10.3389/fenef.2026.1853133
Original Research
Published
Classification of infrasonic signals based on time-frequency representation
Hao Yin · Yu Lu · Yunfen Chang · Kai Zhang · Yunhui Wu · Fan Yang · Xuexu Li · Xinliang Pang · Peng Li
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1844194
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
Review
Published
Stimulated Raman scattering microscopy: fundamentals, instrumentation, and chemical imaging applications
Fake Lu
Frontiers in Chemical Biology
doi 10.3389/fchbi.2026.1754307
Original Research
Published
CBAM-enhanced lightweight CNN for wafer map defect classification
Mst. Rokeya Khatun · Fahmid Al Farid · Sharith Dhar · Md. Saiful Islam · Jia Uddin · Hezerul bin Abdul Karim
Frontiers in Electronics
doi 10.3389/felec.2026.1750707
Original Research
Published
A hybrid neural network integrating attention mechanism for time series and non-time series multi-factor electric vehicle energy consumption prediction
Wenqiang Zhang · Ruisheng Chai · Mingzhe Li · Yashuang Mu · Peng Li · Mitsuo Gen
Frontiers in Industrial Engineering
doi 10.3389/fieng.2026.1769776
Original Research
Published
Deep learning to predict future cognitive decline: a multimodal approach using brain MRI and clinical data
Tamoghna Chattopadhyay · Pavithra Senthilkumar · Rahul H. Ankarath · Christopher Patterson · Emma J. Gleave · Sophia I. Thomopoulos · Heng Huang · Li Shen · Lei You · Degui Zhi · Paul M. Thompson
Frontiers in Neuroimaging
doi 10.3389/fnimg.2026.1726037
Original Research
Published
Comparing compressive sensing and downsampling for COVID-19 diagnosis from cough and speech audio signals
Leticia Silva · Alan Floriano · Carlos Valadão · Eliete Caldeira · Sridhar Krishnan · Teodiano Bastos Filho
Frontiers in Signal Processing
doi 10.3389/frsip.2025.1700044
Original Research
Published
MobileNetV2-based classification of premium tea leaves for optimized production
Indrarini Dyah Irawati · Anyelia Adianggiali
Frontiers in Sensors
doi 10.3389/fsens.2025.1625488
Electronics
Published
Quantized convolutional neural networks: a hardware perspective
Li Zhang · Olga Krestinskaya · Mohammed E. Fouda · Ahmed M. Eltawil · Khaled Nabil Salama
Frontiers in Electronics
doi 10.3389/felec.2025.1469802
Imaging
Published
Vision transformers for automated detection of diabetic peripheral neuropathy in corneal confocal microscopy images
Chaima Ben Rabah · Ioannis N. Petropoulos · Rayaz A. Malik · Ahmed Serag
Frontiers in Imaging
doi 10.3389/fimag.2025.1542128
Bird Science
Published
Comparing detection accuracy of mountain chickadee (Poecile gambeli) song by two deep-learning algorithms
Sofia M. Haley · Shyam Madhusudhana · Carrie L. Branch
Frontiers in Bird Science
doi 10.3389/fbirs.2024.1425463