Innopolis University

Recent papers from Innopolis University

1. Compact early-to-middle-cycle descriptors reveal empirical charge–discharge imbalance as a predictor of long-horizon lithium–sulfur battery degradationEnergy and AI · 2026
2. Evaluating the Performance of a GSR-Based Prediction Model for Driver Stress Detection in Naturalistic DrivingInternational Journal of Computational Intelligence Systems · 2026
3. GINTO: Geometry-informed transformer neural operator for fluid flows on arbitrary domainsPhysics of Fluids · 2026
4. Spatial Statistics and Explainable Deep Learning for 3D Cell–Protein Interaction ProfilingBig Data and Cognitive Computing · 2026
5. CoMa: Contextual Massing Generation with Vision-Language ModelsSmart Cities · 2026
6. Evaluating the effectiveness of mapper compared to PCA and factor analysis in high-dimensional survival analysisCommunications in Statistics Case Studies Data Analysis and Applications · 2026
7. Two factors update algorithms for tensor decompositionsOptimization methods & software · 2026
8. A Multi-Scale Fractal Feature Extraction Method for CNN-Based Plant Disease ClassificationMachine Learning and Knowledge Extraction · 2026
9. FAED: fuzzy attention-aided encoder-decoder architecture for skin lesion segmentationComplex & Intelligent Systems · 2026
10. Recommendation System for Finding Semantically Similar Fragments of Program CodeAutomatic Documentation and Mathematical Linguistics · 2026
11. Physics-Informed Neural Network Framework for Time-Dependent Modelling of Bacterial Quorum Sensing and Population DynamicsComputers · 2026
12. Efficient Techniques for Low-Rank Tensor Approximation and Applications in Robust Object DetectionTechnologies · 2026
13. DASTNet-X: an explainable dual-attention based spatio-temporal network for arrhythmia classificationScientific Reports · 2026
14. Social Determinants of Health, Clinical Outcomes, and Healthcare Resource Utilization in Participants With and Without Narcolepsy in the All of Us Research ProgramSLEEP Advances · 2026
15. Integrating computational modeling, neuroimaging, and neuromodulation to decompose perceptual decision-making in healthy aging: a review of methods, findings, and gapsFrontiers in Aging Neuroscience · 2026
16. Tbanet: dual-branch fusion of temporal convolutional network and BiLSTM–BiGRU with channel attention for sensor-based human activity recognitionComplex & Intelligent Systems · 2026
17. Beyond majority voting: a new framework for evaluating AI diagnostic systems against expert consensusScientific Reports · 2026
18. Using Open GNSS Stations to Determine Earth Surface Displacements and Ionospheric Response Following the Kamchatka Earthquake of July 29, 2025Rossijskij žurnal nauk o zemle/Russian journal of earth sciences · 2026
19. A posteriori cross-case parametric learning of the Spalart–Allmaras model for separated flowsPhysics of Fluids · 2026
20. Hybrid Multifractal-Based Machine Learning Framework for Glaucoma Diagnostics from Retinal ImagesInformatics · 2026