Electronics | Editor’s Choice Articles from the “Artificial Intelligence” Section in Q1 of 2026

1. “AMUSE++: A Mamba-Enhanced Speech Enhancement Framework with Bi-Directional and Advanced Front-End Modeling”
by Tsung-Jung Li, Berlin Chen and Jeih-Weih Hung
Electronics 2026, 15(2), 282; https://doi.org/10.3390/electronics15020282
Available online: https://www.mdpi.com/2079-9292/15/2/282

2. “Joint Learning for Metaphor Detection and Interpretation Based on Gloss Interpretation”
by Yanan Liu, Hai Wan and Jinxia Lin
Electronics 2026, 15(2), 456; https://doi.org/10.3390/electronics15020456
Available online: https://www.mdpi.com/2079-9292/15/2/456

3. “Physics-Informed Neural Network for Denoising Images Using Nonlinear PDE”
by Carlos Osorio Quero and Maria Liz Crespo
Electronics 2026, 15(3), 560; https://doi.org/10.3390/electronics15030560
Available online: https://www.mdpi.com/2079-9292/15/3/560

4. “Dual-Axis Transformer-GNN Framework for Touchless Finger Location Sensing by Using Wi-Fi Channel State Information”
by Minseok Koo and Jaesung Park
Electronics 2026, 15(3), 565; https://doi.org/10.3390/electronics15030565
Available online: https://www.mdpi.com/2079-9292/15/3/565

5. “Artificial Intelligence-Enhanced Droop Control for Renewable Energy-Based Microgrids: A Comprehensive Review”
by Michael Addai and Petr Musilek
Electronics 2026, 15(3), 707; https://doi.org/10.3390/electronics15030707
Available online: https://www.mdpi.com/2079-9292/15/3/707

6. “Harmonizing Supervised Fine-Tuning and Reinforcement Learning with Reward-Based Sampling for Continual Machine Unlearning”
by Jiaqi Lang, Jiahao Zhao, Linjing Li and Daniel Dajun Zeng
Electronics 2026, 15(4), 771; https://doi.org/10.3390/electronics15040771
Available online: https://www.mdpi.com/2079-9292/15/4/771

7. “The Agency-First Framework: Operationalizing Human-Centric Interaction and Evaluation Heuristics for Generative AI”
by Christos Troussas, Christos Papakostas, Akrivi Krouska and Cleo Sgouropoulou
Electronics 2026, 15(4), 877; https://doi.org/10.3390/electronics15040877
Available online: https://www.mdpi.com/2079-9292/15/4/877

8. “Leveraging MCP and Corrective RAG for Scalable and Interoperable Multi-Agent Healthcare Systems”
by Dimitrios Kalathas, Andreas Menychtas, Panayiotis Tsanakas and Ilias Maglogiannis
Electronics 2026, 15(4), 888; https://doi.org/10.3390/electronics15040888
Available online: https://www.mdpi.com/2079-9292/15/4/888

9. “Adaptive Deep Learning Framework for Emotion Recognition in Social Robots: Toward Inclusive Human–Robot Interaction for Users with Special Needs”
by Eryka Probierz and Adam Gałuszka
Electronics 2026, 15(5), 924; https://doi.org/10.3390/electronics15050924
Available online: https://www.mdpi.com/2079-9292/15/5/924

10. “CMCLTrack: Reliability-Modulated Cross-Modal Adapter and Cross-Layer Mamba Fusion for RGB-T Tracking”
by Pengfei Li, Xiaohe Li and Zide Fan
Electronics 2026, 15(5), 989; https://doi.org/10.3390/electronics15050989
Available online: https://www.mdpi.com/2079-9292/15/5/989

11. “Maturity-Aware Cyber Insurance Optimization in IoT Networks”
by Bishwa Bhusal, Delong Li, Xu Wang and Guangsheng Yu
Electronics 2026, 15(5), 1038; https://doi.org/10.3390/electronics15051038
Available online: https://www.mdpi.com/2079-9292/15/5/1038

12. “Neural Encoding Strategies for Neuromorphic Computing”
by Michael Liu, Honghao Zheng and Yang Yi
Electronics 2026, 15(6), 1221; https://doi.org/10.3390/electronics15061221
Available online: https://www.mdpi.com/2079-9292/15/6/1221

13. “Acoustic Violence Detection Using Cascade Strategy for Computationally Constrained Scenarios”
by Fangfang Zhu-Zhou, Diana Tejera-Berengué, Roberto Gil-Pita, Manuel Utrilla-Manso and Manuel Rosa-Zurera
Electronics 2026, 15(6), 1227; https://doi.org/10.3390/electronics15061227
Available online: https://www.mdpi.com/2079-9292/15/6/1227

14. “Scale, Structure, and Stability: When Does LLM-Based Data Augmentation Improve Temporal Robustness in Web Intrusion Detection?”
by Jun yeop Lee and Hee Cheol Kim
Electronics 2026, 15(7), 1344; https://doi.org/10.3390/electronics15071344
Available online: https://www.mdpi.com/2079-9292/15/7/1344

15. “Conformal Prediction for Counterfactual Detection in Concept Learning from Synthetic Visual Patterns”
by Ulf Norinder, Stephanie Lowry, Heimo Müller and Andreas Holzinger
Electronics 2026, 15(7), 1346; https://doi.org/10.3390/electronics15071346
Available online: https://www.mdpi.com/2079-9292/15/7/1346

16. “Multi-Slot Attention with State Guidance for Egocentric Robotic Manipulation”
by Sofanit Wubeshet Beyene and Ji-Hyeong Han
Electronics 2026, 15(7), 1365; https://doi.org/10.3390/electronics15071365
Available online: https://www.mdpi.com/2079-9292/15/7/1365

17. “Energy-Aware Multilingual Evaluation of Large Language Models”
by I. de Zarzà, Mauro Liz, J. de Curtò and Carlos T. Calafate
Electronics 2026, 15(7), 1395; https://doi.org/10.3390/electronics15071395
Available online: https://www.mdpi.com/2079-9292/15/7/1395

We invite you to view and submit relevant papers to Electronics.

Electronics Editorial Office