Original ResearchPublished 12 October 2026Multi-constraint collaborative seismic imaging and interpretation method for fine characterization of small faults in complex coal mining areasNing Ma · Dong Yan · Liyong Qian · Pengcheng Niu · Xuefeng Tian · Jiandong Lin · Yong WangFrontiers in Earth Sciencedoi 10.3389/feart.2026.1936546
Original ResearchPublished 9 October 2026PCA-Lasso-based forecasting of agricultural water use and identification of key predictor variables in inland river basins of Northwest ChinaChao Xian · Maoding Zhou · Zerun Tian · Chen Shi · Yucai Wang · Dongyuan SunFrontiers in Waterdoi 10.3389/frwa.2026.1976296
Original ResearchPublished 8 October 2026Multimodal classification of skin lesions based on lightweight gated low-rank hyper-fusion networkKe Wang · Tao Zhang · Xingqi Liu · Jiancun Zhou · Qian He · Jianxin HeFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1947161
Original ResearchPublished 7 October 2026Learning normalized solutions of quasilinear Schrödinger operators: a constrained deep-Ritz method for the L p -supercritical caseMohammad Akram · Umar Ishtiaq · Khaleel Ahmad · Ioan-Lucian PopaFrontiers in Applied Mathematics and Statisticsdoi 10.3389/fams.2026.1941372
Original ResearchPublished 7 October 2026Entropy-regularized strategic dynamics on semantic complex networks: structured representation and equilibriumNan Li · Xiuqing ChenFrontiers in Physicsdoi 10.3389/fphy.2026.1911144
Original ResearchPublished 6 October 2026From migration management to the governance of human mobility: institutional transformation and state responses to Venezuelan migration in Latin AmericaDaliseth Coromoto Rojas-RendónFrontiers in Political Sciencedoi 10.3389/fpos.2026.1966389
Original ResearchPublished 6 October 2026Defending against deepfake speech attacks via feature dropout and dropin regularization in large audio language modelsYupei Li · Yixiong Fang · Jiahao Xue · Manuel Milling · Björn W. SchullerFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1928592
Original ResearchPublished 5 October 2026Optimizing multi-class intrusion detection in IIoT: advanced feature selection using grey wolf optimizer and machine learning classifiersIbrahim Al-Shibly · Llorenç Burgas · Joaquim MassanaFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1932015
Original ResearchPublished 1 October 2026Low-cost fine-tuning of SmolVLA with smoothness regularization and chunk-aware auxiliary supervision for language-conditioned manipulationChenkai HeFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1890245
Original ResearchPublished 30 September 2026Deep learning-based trustworthy dispatch model for virtual power plants in megacity power gridsYuandong Jiang · Mingyu Ou · Jiangnan LiFrontiers in Physicsdoi 10.3389/fphy.2026.1903608
Original ResearchPublished 29 September 2026A morphological regularization-constrained fuzzy C-means clustering algorithm for tunnel rock discontinuity identificationWanpeng Mu · Xianqi Xu · Qinchen Shen · Yanru Hu · Ce Liang · Anrun LiFrontiers in Earth Sciencedoi 10.3389/feart.2026.1947385
Original ResearchPublished 9 September 2026AdaTent++: reliability-guided hybrid test-time adaptation for traffic sign detection under distribution shiftXiaomei Gai · Meichun Wang · Yantong Guo · Shiyu Wang · Ye Li · Rui FuFrontiers in Signal Processingdoi 10.3389/frsip.2026.1842851
Original ResearchPublished 28 August 2026A self-adaptive memetic algorithm with Lyapunov damping for stochastic OPF: evidence from South Africa's grid crisisNtebogang Dinah MorokeFrontiers in Applied Mathematics and Statisticsdoi 10.3389/fams.2026.1924166
Original ResearchPublished 27 August 2026Robust discharge coefficient modeling in triangular weirs via an enhanced Adam-optimized BP networkGuorui Zeng · Maosen Xu · Yucheng ZhengFrontiers in Waterdoi 10.3389/frwa.2026.1890874
Original ResearchPublished 19 August 2026Graph Neural Networks with dilated convolutions for geomagnetic field forecasting: a single-station topological approachBryan Tipán · Ericson López · William Carvajal · Leonel GuamánFrontiers in Astronomy and Space Sciencesdoi 10.3389/fspas.2026.1854971
Original ResearchPublished 13 August 2026Revealing intermediate states of voltage-gated potassium channels with physics-informed deep learning: application to Kv7.1Julia Kacher · Mounir TarekFrontiers in Biophysicsdoi 10.3389/frbis.2026.1877588
Original ResearchPublished 12 August 2026DKFraudNet: a knowledge-guided adversarial learning framework for fraud user detectionYingjun Shen · Renda Shi · Kaixi Song · Yunpeng LiFrontiers in Big Datadoi 10.3389/fdata.2026.1887075
Original ResearchPublished 12 August 2026Multivariate time series forecasting with multi-view hierarchical patching and lag-coupled channel attentionXinbang Fang · Tao Ma · Ke Lu · Fen Wang · Chun LianFrontiers in Applied Mathematics and Statisticsdoi 10.3389/fams.2026.1825555
Original ResearchPublished 29 July 2026Prediction of catheter navigation difficulty during mechanical thrombectomy using CTA-based carotid siphon morphometryFerenc Dezső Bakó · Attila Tanács · József Tolnai · Pál Barzó · Tamás Németh · Attila NagyFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1900255
Original ResearchPublished 22 June 2026Learning robust and generalizable bimanual skills: a spatiotemporal causal hierarchical diffusion framework with attention anti-interferenceXukun Liu · Fengjuan Xie · Zhenyu Liu · Guangning Li · Shenggang Wei · Kai Xu · Aifeng LiuFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1849143
Original ResearchPublished 12 June 2026ST-HONet: Spatio-Temporal Hierarchical Network for long-horizon bimanual visuomotor imitationXukun Liu · Fengjuan Xie · Kai Xu · Zhenyu Liu · Shenggang Wei · Guangning Li · Xu SunFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1860170
Original ResearchPublished 11 June 2026Transfer learning for EEG-based BCIs: a comparative evaluation and optimization of data alignment methodsSoha Galalaldin Ahmed · Medha Mohan Ambali Parambil · Rafat Damseh · Salah Bouktif · Fady Alnajjar · Abdelkader Nasreddine BelkacemFrontiers in Systems Neurosciencedoi 10.3389/fnsys.2026.1840121
Original ResearchPublished 8 June 2026ST-HADP: Spatio-Temporal hierarchical attention diffusion policy for long-horizon generalizable bimanual visuomotor imitationXukun Liu · Fengjuan Xie · Shibo Liu · Xu Sun · Zhenyu Liu · Guangning Li · Shenggang WeiFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1846433
Original ResearchPublished 3 June 2026TC2-Res: a structured fusion of tract-level and connectome-level brain imaging in small-sample cohorts of athletesYang Shi · Lixian Chen · Mingxuan Huang · Zhiqi Huang · Jiayu Ou · Junwei ZengFrontiers in Neuroanatomydoi 10.3389/fnana.2026.1841420
Original ResearchPublished 2 January 2026Optimizing ultra-rapid compressed-sensing MPRAGE acquisitions for brain morphometryLindsay C. Hanford · Tom Hilbert · Tobias Kober · Randy L. Buckner · Ross W. MairFrontiers in Neuroimagingdoi 10.3389/fnimg.2025.1718444
Original ResearchPublished 2 December 2025Generalizable preconditioning strategies for MAP PET reconstruction using Poisson likelihoodMatteo N. Colombo · Marco Paganoni · Luca PresottoFrontiers in Nuclear Medicinedoi 10.3389/fnume.2025.1661332
Nuclear MedicinePublished 17 September 2025Fast PET reconstruction with variance reduction and prior-aware preconditioningMatthias J. Ehrhardt · Zeljko Kereta · Georg SchrammFrontiers in Nuclear Medicinedoi 10.3389/fnume.2025.1641215
Complex SystemsPublished 6 January 2025A priori physical information to aid generalization capabilities of neural networks for hydraulic modelingGianmarco Guglielmo · Andrea Montessori · Jean-Michel Tucny · Michele La Rocca · Pietro PrestininziFrontiers in Complex Systemsdoi 10.3389/fcpxs.2024.1508091