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 643 articles
Original Research
Published
Machine learning-based modeling of soil respiration components across four forest types in a subtropical mountainous forest with implications for modeling strategies and hydrothermal controls
Nan Deng · Yaqin Xiao · Fengfeng Ma · Yuxin Tian
Frontiers in Forests and Global Change
doi 10.3389/ffgc.2026.1972229
Systematic Review
Published
Effects and safety of acupuncture on inflammatory biomarkers in patients with coronary heart disease: a systematic review and meta-analysis
Linghao Meng · Di Sun · Houfang Ma · Shuhan Zhao · Songyan Bai · Wenzeng Zhu · Limei Zhang · Shuai Shi
Frontiers in Cardiovascular Medicine
doi 10.3389/fcvm.2026.1891405
Original Research
Published
Bayesian predictive inference for the aggregate claims distribution and ruin probability
Mark Corrado · Douglas E. Johnston
Frontiers in Applied Mathematics and Statistics
doi 10.3389/fams.2026.1898406
Original Research
Published
Baseline SII and SIRI identify immune-inflammatory susceptibility and improve risk stratification of early subclinical cardiac dysfunction during non-steroidal aromatase inhibitor therapy
Cenyu Li · Zhengyu Tao · Yihan Wu · Chen Wu · Zi Wang · Xiaoning Wang · Huijuan Dai · Meng Jiang · Jun Pu
Frontiers in Cardiovascular Medicine
doi 10.3389/fcvm.2026.1888328
Hypothesis and Theory
Published
Dimensional convergence at the nanoscale: a novel synthesis of experimental evidence justifying direct measurement of quantum coherence in microtubules
Justin Echternach
Frontiers in Molecular Biosciences
doi 10.3389/fmolb.2026.1840116
Original Research
Published
Marine litter in the Mediterranean: observation-based Lagrangian particle tracking
Santiago Bravo · Eugenia Pasanisi · Svitlana Liubartseva · Giovanni Coppini · Alice Madonia · Igor Ruiz Atake · Marta Azzolin · Lara Carosso · Matteo Costantino · Roberto Crosti · Nathalie Di Meglio · Marianna Farina · Natalia Fraija-Fernández · Martina Gregorietti · Francesca Grossi · Léa David · Fulvio Maffucci · Raúl Míguez-Lozano · Marco Pecoraro · Juan Antonio Raga · Marine Roul · Elena Santini · Gianluca Sarà · Paola Tepsich · Roberta Teti · Morgana Vighi · Antonella Arcangeli
Frontiers in Marine Science
doi 10.3389/fmars.2026.1936698
Original Research
Published
Feature-engineered physics-conditioned DNN with validation-selected ridge residual correction for pore water pressure prediction in clays
Chunyan Shang · Peng Cui · Liangjun Xu · Junbin Guan · Kun Tan
Frontiers in Earth Science
doi 10.3389/feart.2026.1909598
Original Research
Published
Development and external validation of an explainable machine learning model for identifying depressive symptoms in middle-aged and older adults with low haemoglobin: a prediction-model study
Qilong Wang · Juan He · Siheng Ma · Jianpeng Zhao · Jingjing Zong · Dongmei Ma · Sha Liu · Lei Zhang · Xin Qi · Dongrong Zhao
Frontiers in Nutrition
doi 10.3389/fnut.2026.1846276
Original Research
Published
Correlate factors and nomogram model establishment for women with low bone mineral density: a cross-sectional diagnostic prediction model study
Xiaoli Yan · Yu Wang · Yang Wang · Qingshuai Yu · Chuan Zhang
Frontiers in Public Health
doi 10.3389/fpubh.2026.1969424
Original Research
Published
Beyond linear assumptions: neural network tracing of climate-driven financial contagion in firms
Tong Niu · Siyu Zhu · Lulu Qin
Frontiers in Environmental Science
doi 10.3389/fenvs.2026.1909195
Correction
Published
Correction: Prediction of revision adenoidectomy in pediatric patients: a 10-year retrospective study
Yu-Ting Ge · Shi-Yao Yin · Xing-He Zhao · Yue Xu · Hui-E. Zhu
Frontiers in Pediatrics
doi 10.3389/fped.2026.1999410
Original Research
Published
Low arterial oxygen-content burden during the first 24 h and hospital mortality in mechanically ventilated adults: analyses of MIMIC-IV and eICU
Xiaoyan Gao · Jiaqi Wang · Luyan Xiong · Bingzhu Hu · Cheng Jiang · Juan Li · Shi Chen · Cong Zhang
Frontiers in Medicine
doi 10.3389/fmed.2026.1935082
Original Research
Published
Development and temporal validation of a calibrated machine learning model for in-hospital blood culture positivity using routine clinical data
Tao Huang · Zhenzhen Tan · Longyang Jiang · Xuping Yang · Shurong Wang · Yilan Huang
Frontiers in Medicine
doi 10.3389/fmed.2026.1956921
Systematic Review
Published
Modified frailty index versus risk analysis index for 30-day mortality after noncardiac surgery: a systematic review and meta-analysis
Xinrui Yin · Shijia Du
Frontiers in Medicine
doi 10.3389/fmed.2026.1885620
Original Research
Published
Explainable machine learning for preoperative prediction of acute kidney injury after intertrochanteric fracture surgery in older adults
Weizhang Lin · Ximing Lin · Hongpeng Gao
Frontiers in Medicine
doi 10.3389/fmed.2026.1961926
Original Research
Published
Identification and validation of early vital sign trajectory subphenotypes for risk stratification in sepsis-associated liver injury: a multicenter retrospective cohort study
Weihang Wang · Jing Ma · Bingqing Wang · Jiayang Wang · Zexi Zang · Qiyao Liu · Zhi Gao · Wei Chen · Yuxin Deng · Zhiqing Zhang · Yongfang Jiang
Frontiers in Medicine
doi 10.3389/fmed.2026.1835574
Review
Published
From image biomarkers to treatment decisions: multimodal AI and clinical translation in gynecologic oncology
Mohamad Bakir · Mohammad Khaldoun Al Masri · Yousef Mushtaha · Narmeen Shaikh · Mohammed Raddaoui · Khalid Said Mohammad
Frontiers in Oncology
doi 10.3389/fonc.2026.1960963
Original Research
Published
Vision normalizing flows for the probability-informed detection of banana diseases from in-field images
Alisa Prusokiene · Augustinas Prusokas · Renata Retkute
Frontiers in Plant Science
doi 10.3389/fpls.2026.1937900
Original Research
Published
Explainable fine-grained feature enhancement framework for strawberry diagnostic decision making
Hye-Young Wang · Seoung-Ho Choi
Frontiers in Plant Science
doi 10.3389/fpls.2026.1941698
Original Research
Published
Characterization of novel Klebsiella pneumoniae phages isolated from hospital wastewater in Mumbai, India
Sofia E. Platova · Roman B. Gorodnichev · Anna V. Shabalina · Veronika A. Osnach · Anastasiia E. Plakhotnik · Maryam O. Sidorskaia · Anastasiia O. Krivulia · Andrey V. Moiseenko · Dmitrii E. Polev · Mariia A. Makarova · Ludmila A. Kraeva · Egor A. Shitikov · Anna S. Dolgova · Vladimir G. Dedkov
Frontiers in Microbiology
doi 10.3389/fmicb.2026.1953496
Review
Published
Evidence boundaries and integrated disease management of microbial disease risks in protected Cymbidium faberi production: a translational framework and validation agenda
Yufeng Deng · Dongfeng Wei · Shichao Gu · Min Yu · Jinzhi Yao · Meicheng Zhao · Lei Qin · Taiji Kou
Frontiers in Plant Science
doi 10.3389/fpls.2026.1952084
Original Research
Published
An experimentally validated manually curated genome-scale metabolic model of Enterococcus faecium TX0016 reproduces high-throughput phenotyping data
Dina Samir Rasmi · Kalpathy Jayanth Krishnan · Yomna A. Hashem · Bernhard O. Palsson · Mona T. Kashef · Jonathan M. Monk · Ramy K. Aziz
Frontiers in Microbiology
doi 10.3389/fmicb.2026.1941652
Original Research
Published
A novel CAF-related gene signature for prognostic and immunotherapy response prediction in PDAC based on single-cell RNA-seq and bulk RNA-seq data
Xuezhi Du · Zesheng Li · Yuwei Wang · Lei Han · Jinjin Sun · Weipeng Gong
Frontiers in Pharmacology
doi 10.3389/fphar.2026.1873756
Correction
Published
Correction: Explainable random forest–SHAP framework for Montreal phenotype–stratified prediction of one-year complications in Crohn’s disease
Kun Xia · Ying Shi · Xiaohan Huang · Yuwei Zhang · Liwei Suo · Shuntian Cai · Lingfeng Zhong · Dayi Zheng · Mengjie Lin · Sirui Wan · Linwei Wang · Jianlin Ren · Qingan Xia · Hongzhi Xu · Yanyun Fan
Frontiers in Physiology
doi 10.3389/fphys.2026.2018653
Original Research
Published
VB-ROI-focused segmentation-to-morphometry workflow for vertebrobasilar dolichoectasia assessment on MRA
Jianheng Guan · Zhihua Liu · Hongkai Qiu · Chuanming Chen · Shujuan Yang · Jinfeng Cui · Zhibin Dai · Jin Zhang
Frontiers in Neurology
doi 10.3389/fneur.2026.1943260
Original Research
Published
A machine learning model for predicting cognitive improvement after scalp cluster needling therapy in patients with post-stroke mild cognitive impairment
Yican Hao · Xia Wei · Pingli Zhao · Hewei Qin
Frontiers in Neurology
doi 10.3389/fneur.2026.1884682
Study Protocol
Published
Regional spontaneous brain activity abnormalities in ischemic stroke patients with motor dysfunction: protocol for an AES-SDM coordinate-based meta-analysis
Jia Zhao · Yao Rao · Jiali Wu · Ming Zeng · Jingjing Zhang · Jiawei Ni · Hui Xu · Zhiwei Zhao · Yaxin Zheng · Cong Wang · Chunlei Shan
Frontiers in Neurology
doi 10.3389/fneur.2026.1933104
Original Research
Published
Association between changes in obesity- and lipid-related indices and the risk of cardiovascular disease: a prospective cohort study in Northwest China
Jinlong You · Wu Ding · Xue Wang · Jing Tang · Xiuqian Li · Rui Wang · Yuanyuan Li · Yana Bai · Minzhen Wang · Shan Zheng
Frontiers in Endocrinology
doi 10.3389/fendo.2026.1975120
Case Report
Published
Case Report: Sustained pubertal suppression for 68 months with a single histrelin acetate implant in central precocious puberty
Sofya Ilmer · Parissa Salemi
Frontiers in Endocrinology
doi 10.3389/fendo.2026.1951374
Original Research
Published
HQML-ICU: hybrid quantum-classical machine learning for ICU mortality prediction using MIMIC-IV electronic health records
Abdel-Haleem Abdel-Aty · Heba Kadry · Nadir Omer · Shaaban M. Shaaban · Huda Eltayeb · Sara A. Ghorashi · Mohamed Hafez · Betty Wan Voon · Mohammed Farsi
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1900553
Original Research
Published
Prioritizing meaning: value, prediction, and age differences in sentence processing
Yu Min W. Chung · Kara D. Federmeier
Frontiers in Cognition
doi 10.3389/fcogn.2026.1862899
Systematic Review
Published
Antimalarial and antiplasmodial compounds (2024–2026): a systematic review of synthetic, semi-synthetic, and natural agents
Bertin Mikolo · Gelase Fredy Nsonde Ntandou · Hermeline Tabuna Nee Ntalani
Frontiers in Tropical Diseases
doi 10.3389/fitd.2026.1944733
Hypothesis and Theory
Published
Altered body representation in chronic non-specific low back pain: a testable framework linking body-schema-related disturbance, corticomotor alterations, and altered pain processing
Zhifei Xie
Frontiers in Pain Research
doi 10.3389/fpain.2026.1899538
Mini Review
Published
Cortical circuits linking peripheral inflammation to affective states
Dahae J. Jun · Shi Tang · Emilia Favuzzi
Frontiers in Cellular Neuroscience
doi 10.3389/fncel.2026.1951226
Original Research
Published
Rapid intensification of Arabian Sea cyclonic storm and numerical simulation of ESCS Tauktae using the high-resolution ARW model
Rohini Ashok · Kuvar Satya Singh · Ambily Thankachan · Reshm M. S.
Frontiers in Climate
doi 10.3389/fclim.2026.1964792
Original Research
Published
Machine learning-assisted noise characterization and entanglement verification in superconducting qubits
Radhakrishnan Delhibabu
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1869591
Original Research
Published
The dashboard says “perfect:” a systematic audit of label-free model monitoring and test-time adaptation under temporal distribution shift in network intrusion detection
Wali Ahmed · Md Azizul Rahaman · Pappu Roy · Parves Alam
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1928858
Original Research
Published
Early warning of academic risk from the first four weeks of online learning activity and assessment performance: a leakage-controlled, demographic-data-minimizing study on the OULAD benchmark
Mingyu Wu · Jinye Jia · Thu Thuan Pham
Frontiers in Education
doi 10.3389/feduc.2026.1917092
Original Research
Published
The association between migraine and SCORE2 - a Swedish cross-sectional study
Elsa Regnell · Emelie Stenman · Anton Grundberg · Kristina Sundquist · Beata Borgström Bolmsjö · Veronica Milos Nymberg
Frontiers in Cardiovascular Medicine
doi 10.3389/fcvm.2026.1854455
Original Research
Published
Optimizing temperature prediction in automotive lithium-ion battery discharge cycles using machine learning and SHAP analysis
Anuj Prajapati · Sandeep G. Thorat · Gajanan Pradhan · Swapnil Gund · Prashant Paraye · Vardan Singh
Frontiers in Mechanical Engineering
doi 10.3389/fmech.2026.1949090
Hypothesis and Theory
Published
Neurodevelopment as blueprint: biological validation of the dual-architecture AGI framework
Nan Chen
Frontiers in Robotics and AI
doi 10.3389/frobt.2026.1902952
Systematic Review
Published
Forensic source classes and toxic-equivalent concentrations of polycyclic aromatic hydrocarbons in soils and sediments: a systematic review and meta-analysis
Vaibhav Sharma · Mahipal Singh Sankhla · Anuj Sharma · Kumud Kant Awasthi · Rachit Manchanda · Vishwanil Suman · Yogesh Kumar · Rupesh Gupta · Rajeev Kumar · Garima Awasthi
Frontiers in Earth Science
doi 10.3389/feart.2026.1948291
Original Research
Published
Physics-guided multi-channel attention learning for GPR imaging of hidden anomalies in historic masonry
Xiangchi Men · Yannan Zhang · Xianghao Liu · Yaoming Wang
Frontiers in Earth Science
doi 10.3389/feart.2026.1947285
Original Research
Published
Spatial assessment of soil degradation under intensive agricultural pressure in the central loess plateau
Xiandong Hou · Tao Bai
Frontiers in Environmental Science
doi 10.3389/fenvs.2026.1940953
Original Research
Published
Prediction of conelet mortality rates in interior lodgepole pine using phenomic, nutritional, and environmental data
Julian Garcia-Abadillo · Julio Isidro y Sánchez · Diego Jarquin · Esteban Galeano · Barb R. Thomas
Frontiers in Plant Science
doi 10.3389/fpls.2026.1845181
Original Research
Published
Functional assessment of CELSR1 variants associated with human developmental defects
Jazmin M. Stenson · William Giang · Sarah G. Latario · Courtney L. Williams · Valerie Trujillo Adorno · Congzhou M. Sha · Sara N. Stahley
Frontiers in Cell and Developmental Biology
doi 10.3389/fcell.2026.1818587
Original Research
Published
Multi-omics integration reveals the role of PFOS in sarcopenia via ESRRG and RBP4: from computational prediction to experimental validation
Xingyao Yang · Xin Wang · Shuxing Xing · Zhangzhen Du
Frontiers in Pharmacology
doi 10.3389/fphar.2026.1926144