Library

Articles

Every article on Frontiers is peer reviewed, permanently archived and free to read.

Showing 100 articles

Original Research
Published 3 September 2026
Conformational dynamics of fuzzy interfaces in disordered protein complexes: mapping key residues and binding modes beyond NMR models
María Laura Fernández · María Clara Bastien · Franco G. Tavolaro · Cristina Marino-Buslje
Frontiers in Bioinformatics
doi 10.3389/fbinf.2026.1907936
Original Research
Published 3 September 2026
A systems microbiology framework for reproducible multi-dataset omics integration with application to long COVID
Brigitta Varga · Marlet Martinez-Archundia · Linette E. M. Willemsen · Johan Garssen · Alejandro Lopez-Rincon
Frontiers in Systems Biology
doi 10.3389/fsysb.2026.1873899
Original Research
Published 1 September 2026
HyperIDS: a hypergraph learning and quantum-inspired transformer ensemble framework for IoT intrusion detection
Samayank Goel · Logeswari Govindaraj · Tamilarasi Kathirvel Murugan
Frontiers in Big Data
doi 10.3389/fdata.2026.1901121
Original Research
Published 31 August 2026
Multi-temporal land use/land cover dynamics (2005–2025) and machine learning algorithm comparison in and around kruger national park
Oscar Z. Gwala · Mohammed B. Altoom · Abel Rameolo · Michael Gebreslasie
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1915380
Original Research
Published 31 August 2026
Multi-objective optimization of HDPE pyrolysis oil–diesel blends across variable compression ratios: an integrated experimental and ensemble learning approach
Satayu Travadi · Dattatraya Subhedar
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1891010
Systematic Review
Published 31 August 2026
Hydrological model performance and uncertainty in a snow-dominated Himalayan Basin: a systematic quantitative synthesis for the Jhelum River Basin (2000–2024)
Muzamil Hassan Lone · Amit B. Mahindrakar · Kumar K
Frontiers in Water
doi 10.3389/frwa.2026.1849423
Original Research
Published 27 August 2026
Interpretable AI for neural signal decoding in dementia: an EEG ensemble approach to differential diagnosis
Fawad Muhammad · Irfan Ahmed Usmani · Muhammad Aamir · Mai Alduailij · Mehrez Marzougui · Rab Nawaz
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1902549
Original Research
Published 25 August 2026
Improved real-time prediction of zonally propagating extratropical intraseasonal oscillations in the upgraded IAP-CAS S2S system
Tao Zhu · Yixuan He · Yangke Liu
Frontiers in Climate
doi 10.3389/fclim.2026.1909325
Original Research
Published 20 August 2026
A cognitively inspired feature-level fusion framework for interpretable retail sales forecasting using integration of extreme gradient boost machine, artificial neural network and attention mechanism model
Munienge Mbodila · Omobayo Ayokunle Esan
Frontiers in Big Data
doi 10.3389/fdata.2026.1889044
Review
Published 18 August 2026
Toward predictable hydrochar properties at scale: a critical review of design of experiments-guided machine learning in hydrothermal carbonization
Faiçal El Ouadrhiri · Amal Lahkimi
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1883652
Original Research
Published 17 August 2026
Ensemble learning-based soil moisture monitoring and sustainable irrigation management for Internet of Agricultural Things
Somnath Bera · Tanushree Dey · Anirbit Sengupta · Anwesha Mukherjee · Debashis De
Frontiers in the Internet of Things
doi 10.3389/friot.2026.1870523
Original Research
Published 13 August 2026
Revealing intermediate states of voltage-gated potassium channels with physics-informed deep learning: application to Kv7.1
Julia Kacher · Mounir Tarek
Frontiers in Biophysics
doi 10.3389/frbis.2026.1877588
Original Research
Published 12 August 2026
Enhancing IoT botnet detection with explainable ensemble learning
Linda Joseph · Sambath M. · Vivekanandan M.
Frontiers in Big Data
doi 10.3389/fdata.2026.1811967
Original Research
Published 12 August 2026
Explicit encoding of temporal dynamics for interpretable melody similarity modeling: insight into machine learning models
Yilin Zhang
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1773922
Original Research
Published 6 August 2026
A comparative performance analysis of ensemble learning and regularized neural networks in cardiovascular risk prediction
Golam Md Mohiuddin · Md Shakil Hossain · Md Shohel Sayeed
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1902471
Original Research
Published 29 July 2026
Effects of climate change and human activities on the habitat suitability of Zeugodacus tau (Walker, 1849) in China: perspectives from ensemble modelling and niche analysis
Zhangzhang He · Xinyue Chen · Tianzi Xia · Yongyue Li · Xiuqin Huang · Wenting Xiong · Yanan Gong · Xinxin Liao · Zhixiong Zhou
Frontiers in Insect Science
doi 10.3389/finsc.2026.1900075
Original Research
Published 24 July 2026
Image-conditioned latent rectified flow models for 3D medical anomaly localisation
Matthew Baugh · Johanna P. Müller · Sarah Cechnicka · Kexin Gu Baugh · John Bonnici · James Myles · Bernhard Kainz
Frontiers in Radiology
doi 10.3389/fradi.2026.1847193
Original Research
Published 21 July 2026
A multi-class, multi-temporal crop and Land cover mapping framework for Morocco using Sentinel-1/2 monthly composites and advanced machine learning ensembles
Maryam Choukri · Yacine Bouroubi · Jamal-Eddine Ouzemou · Said Grich · Guy Armel Kamga Fotso · Saeid Ojaghi · Abdelghani Chehbouni · Ahmed Laamrani
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1827393
Original Research
Published 14 July 2026
From scattering curves to structural descriptors: interpretable machine learning maps SAXS/WAXS signals to RNA structural details in defined RNA motifs
Weiwei He · Serdal Kirmizialtin
Frontiers in Biophysics
doi 10.3389/frbis.2026.1769000
Mini Review
Published 10 July 2026
Intrinsically disordered regions as drivers of protein aggregation: mechanisms, phase separation, and emerging predictive frameworks
Rahul Kaushik · Suyong Re
Frontiers in Biophysics
doi 10.3389/frbis.2026.1880887
Original Research
Published 8 July 2026
Predicting tensile properties of sub-sized nuclear materials using data augmentation strategies on imbalanced and sparse datasets
Altynay Smagulova · Aleksandar Vakanski · John W. Merickel · Isshu Lee · Charith Purushotham · Yalei Tang · Alberto E. Cerpa · Fei Xu · Rongjie Song
Frontiers in Manufacturing Technology
doi 10.3389/fmtec.2026.1811951
Original Research
Published 8 July 2026
Neutrosophic soft-computing ensemble for high-accuracy satellite image scene classification
Ezhilmaran Devarasan · Maxime Mahieu Josse · Sm Arun · V. Vishal · Bapathu Koushika · Abhyuday Singh · Jenisha Rachel
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1882437
Original Research
Published 7 July 2026
Explainable HybridEnsemble approach with golden jackal optimization for AGB estimation using multi-sensor remote sensing
Abraham Aidoo Borsah · Man Sing Wong · Majid Nazeer · Shao-Yuan Leu · Jin Wu · Amos P. K. Tai · Janet Elizabeth Nichol
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1804569
Original Research
Published 6 July 2026
Development of a deep learning model for intussusception using point-of-care ultrasound
Anand Thyagachandran · Brian Lefchak · Hema A. Murthy · Kelly R. Bergmann · Manu Madhok
Frontiers in Radiology
doi 10.3389/fradi.2026.1812587
Original Research
Published 30 June 2026
Comparative evaluation of machine learning algorithms for integrated wetland modelling within a geospatial big data environment in Driefontein Grasslands of Zimbabwe
Nobert Tafadzwa Mukomberanwa · Ellen Boys · Last Keche · Kgabo Humphrey Thamaga
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1883314
Original Research
Published 11 June 2026
Computational analysis and validation of UGT1A1/4 missense variants impacting tecovirimat metabolism in monkeypox patients
Amro A. Abdelazim · Sameh E. Hassanein · Mohamad Maged · Nada S. Al-Theyab · Itoh Kimiko · Kotb A. Attia
Frontiers in Systems Biology
doi 10.3389/fsysb.2026.1821230
Hypothesis and Theory
Published 23 April 2026
Self-organization and circular causation as synergetic foundations of social interaction: a multilayer network perspective
Viktor Müller
Frontiers in Network Physiology
doi 10.3389/fnetp.2026.1776969
Review
Published 22 April 2026
Metabolic regulation of synaptic plasticity in anorexia nervosa
Olof Lagerlöf · Qiongxuan Lu · Manish Bhattacharjee · Rashmi Arora · Linkun Han · Jingyu Pan · Sabrina Galizia · Peter Asellus · Erik Ekbäck
Frontiers in Synaptic Neuroscience
doi 10.3389/fnsyn.2026.1830809
Original Research
Published 25 March 2026
Discrete wavelet transform-driven optimized deep learning-based framework for dyslexia detection using EEG signals
Tabassum Gull Jan · Sajad Mohammad Khan · Sajid Yousuf Bhat · Zaid Ahmad Wani · Syed Immamul Ansarullah · Sami Alshmrany · Shafat Khan
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1765088
Original Research
Published 23 March 2026
A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifier
Omobayo Ayokunle Esan · Dorcas Oladayo Esan
Frontiers in Horticulture
doi 10.3389/fhort.2026.1762580
Systematic Review
Published 17 March 2026
Systematic review of AI-based models in pharmacoepidemiology for adverse drug event prediction and detection
Apostolia Karampatea · Konstantinos Kassandros · Theodoros Constantinides · Christos Kontogiorgis
Frontiers in Drug Safety and Regulation
doi 10.3389/fdsfr.2026.1773186
Original Research
Published 9 March 2026
Federating AI-related regulations for human therapeutics: an AI-enabled, continuously updating regulatory intelligence system
Rominder Singh · Mukesh Pareek · Michael Prokle · Eduardo Sanchez · Uwe Hohgrawe · Jared R. Auclair
Frontiers in Drug Safety and Regulation
doi 10.3389/fdsfr.2026.1718379
Original Research
Published 18 February 2026
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 17 February 2026
A systematic study on the integration of MRI connectivity metrics for Alzheimer's diagnosis, staging, and cognitive decline prediction
Shahzad Ali · Wendy Kreshpa · Nicola Rosso · Michele Piana · Luca Roccatagliata · Alessio Cirone · Lorenzini Luigi · Cristina Campi · Matteo Pardini · Sara Garbarino
Frontiers in Neuroimaging
doi 10.3389/fnimg.2026.1746464
Original Research
Published 8 January 2026
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
Original Research
Published 9 December 2025
Characterization of low-nitrogen quantum diamond for pulsed magnetometry applications
Jiashen Tang · Connor A. Roncaioli · Andrew M. Edmonds · Atli Davidsson · Connor A. Hart · Matthew L. Markham · Ronald L. Walsworth
Frontiers in Quantum Science and Technology
doi 10.3389/frqst.2025.1701548
Review
Published 3 December 2025
A blurry view of fuzzy objects: on the roles of low-resolution structural techniques in discovery and early characterization of intrinsically disordered proteins
Vladimir N. Uversky
Frontiers in Biophysics
doi 10.3389/frbis.2025.1693360
Original Research
Published 3 December 2025
Multiplexed detection of nuclear immediate early gene expression reveals hippocampal neuronal subpopulations that engage in the acquisition and updating of spatial experience
Thu-Huong Hoang · Denise Manahan-Vaughan
Frontiers in Integrative Neuroscience
doi 10.3389/fnint.2025.1660536
Original Research
Published 1 December 2025
Ensembles of physics-enhanced neural networks for the prediction of critical heat flux in nuclear reactors and the quantification of its uncertainty
Nicola Pedroni
Frontiers in Nuclear Engineering
doi 10.3389/fnuen.2025.1692182
Original Research
Published 27 November 2025
Optimizing ensemble NV − spin properties of fluorescent diamond microparticles by systematic low pressure high temperature annealing
Nicholas Nunn · Antonin Marek · Marco D. Torelli · Alex I. Smirnov · Olga A. Shenderova
Frontiers in Quantum Science and Technology
doi 10.3389/frqst.2025.1709220
Original Research
Published 19 November 2025
Cross-modal privacy-preserving synthesis and mixture-of-experts ensemble for robust ASD prediction
J. Revathy · Karthiga M.
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1679196
Communications and Networks
Published 24 October 2025
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
Quantum Science and Technology
Published 1 May 2025
Statistical contextual explanation of quantum paradoxes
Marian Kupczynski
Frontiers in Quantum Science and Technology
doi 10.3389/frqst.2025.1569496
Bee Science
Published 17 February 2025
Climate change will alter Amazonian bumblebees’ distribution, but effects are species-specific
Patrícia Nunes-Silva · André Luis Acosta · Rafael Cabral Borges · Breno Magalhães Freitas · Ricardo Caliari Oliveira · Tereza Cristina Giannini · Vera Lucia Imperatriz-Fonseca
Frontiers in Bee Science
doi 10.3389/frbee.2025.1510004
High Performance Computing
Published 17 February 2025
Hyperspectral segmentation of plants in fabricated ecosystems
Petrus H. Zwart · Peter Andeer · Trent R. Northen
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1547340
High Performance Computing
Published 20 November 2024
Wilkins: HPC in situ workflows made easy
Orcun Yildiz · Dmitriy Morozov · Arnur Nigmetov · Bogdan Nicolae · Tom Peterka
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2024.1472719
Mammal Science
Published 6 June 2024
Development and evaluation of an ensemble model to identify host-related metadata from fecal microbiota of zoo-housed mammals
Franziska Zoelzer · Daniel dos Santos Monteiro · Paul Wilhelm Dierkes
Frontiers in Mammal Science
doi 10.3389/fmamm.2024.1380915
Biophysics
Published 17 July 2023
Protein structure and dynamics in the era of integrative structural biology
Rita Grandori
Frontiers in Biophysics
doi 10.3389/frbis.2023.1219843