Library

Articles

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

Showing 3 articles

Original Research
Published 20 July 2026
Hybrid deep unrolling and graph neural networks for super-resolution direction-of-arrival estimation in physics-informed antenna arrays
Sai Vinay Thattukolla
Frontiers in Antennas and Propagation
doi 10.3389/fanpr.2026.1829394
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
Complex Systems
Published 6 January 2025
A priori physical information to aid generalization capabilities of neural networks for hydraulic modeling
Gianmarco Guglielmo · Andrea Montessori · Jean-Michel Tucny · Michele La Rocca · Pietro Prestininzi
Frontiers in Complex Systems
doi 10.3389/fcpxs.2024.1508091