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@article{djaghloul2025OpenCircuit,
title = {Open-{{Circuit Fault Detection}} in a 5-{{Level Cascaded H-Bridge Inverter Using 1D CNN}} and {{LSTM}}},
author = {Djaghloul, Chouaib and Tehrani, Kambiz and Vurpillot, Fran{\c c}ois},
year = 2025,
month = sep,
journal = {Energies},
volume = {18},
number = {18},
pages = {5004},
issn = {1996-1073},
doi = {10.3390/en18185004},
urldate = {2026-05-01},
langid = {english}
}
@article{du2024Using,
title = {Using Acoustic Emission Technique for Structural Health Monitoring of Laminate Composite: {{A}} Novel {{CNN-LSTM}} Framework},
shorttitle = {Using Acoustic Emission Technique for Structural Health Monitoring of Laminate Composite},
author = {Du, Jinbo and Zeng, Jie and Wang, Han and Ding, Huiming and Wang, Haijin and Bi, Yunbo},
year = 2024,
month = oct,
journal = {Engineering Fracture Mechanics},
volume = {309},
pages = {110447},
issn = {0013-7944},
doi = {10.1016/j.engfracmech.2024.110447},
urldate = {2026-05-01}
}
@misc{engel2019GANSynth,
title = {{{GANSynth}}: {{Adversarial Neural Audio Synthesis}}},
shorttitle = {{{GANSynth}}},
author = {Engel, Jesse and Agrawal, Kumar Krishna and Chen, Shuo and Gulrajani, Ishaan and Donahue, Chris and Roberts, Adam},
year = 2019,
month = apr,
number = {arXiv:1902.08710},
primaryclass = {cs},
publisher = {arXiv},
doi = {10.48550/arXiv.1902.08710},
urldate = {2026-05-01},
archiveprefix = {arXiv},
langid = {english}
}
@article{lai2026Multimodal,
title = {Multimodal {{CNN-LSTM Architecture Incorporating Physical Data}} for {{Simulating Microwave Heating Process With Moving Elements}}},
author = {Lai, Xunhai and Li, Xin and Li, Jiagang and Wei, Lanxiang and Xiao, Wei},
year = 2026,
journal = {IEEE Transactions on Microwave Theory and Techniques},
pages = {1--13},
issn = {0018-9480, 1557-9670},
doi = {10.1109/TMTT.2026.3676509},
urldate = {2026-05-01},
copyright = {https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html},
langid = {english}
}
@article{pan2025FPGA,
title = {{{FPGA Chip Design}} of {{Sensors}} for {{Emotion Detection Based}} on {{Consecutive Facial Images}} by {{Combining CNN}} and {{LSTM}}},
author = {Pan, Shing-Tai and Wu, Han-Jui},
year = 2025,
month = aug,
journal = {Electronics},
volume = {14},
number = {16},
pages = {3250},
issn = {2079-9292},
doi = {10.3390/electronics14163250},
urldate = {2026-05-01},
langid = {english}
}
@article{peng2026PhysicsInformed,
title = {A {{Physics-Informed Hybrid Neural Network}} for {{High-Precision Temperature Prediction}} in {{Semiconductor Process Equipment}}},
author = {Peng, Jiefeng and Hu, Liang and Su, Rui and Shen, Yingnan and Wang, Jing and Fu, Xin and Ruan, Xiaodong},
year = 2026,
month = mar,
journal = {Micromachines},
volume = {17},
number = {3},
pages = {287},
publisher = {Multidisciplinary Digital Publishing Institute},
issn = {2072-666X},
doi = {10.3390/mi17030287},
urldate = {2026-05-01},
copyright = {http://creativecommons.org/licenses/by/3.0/},
langid = {english}
}
@article{rani2026RealTime,
title = {Real-{{Time Recognition}} of {{Lower Limb Human Activities Using sEMG Signals}}},
author = {Rani, Gundala Jhansi and Hashmi, Mohammad Farukh and Husain, Amreen Aijaz},
year = 2026,
month = apr,
journal = {National Academy Science Letters},
issn = {0250-541X, 2250-1754},
doi = {10.1007/s40009-026-02196-6},
urldate = {2026-05-01},
langid = {english}
}
@article{sayed2025Optimising,
title = {Optimising Solder Joint Inspection in Printed Circuit Boards through {{X-ray}} Imaging and Machine Learning Integration.},
author = {Sayed, Biju Theruvil and Alkhazaleh, Hamzah Ali and Rodrigues, Paul and Askar, Shavan and Sharma, M. K. and Almufti, Saman M.},
year = 2025,
month = dec,
journal = {Nondestructive Testing \& Evaluation},
volume = {40},
number = {12},
pages = {6086--6106},
publisher = {Taylor \& Francis Ltd},
issn = {1058-9759},
doi = {10.1080/10589759.2025.2455451},
urldate = {2026-05-01},
langid = {english}
}
@article{wang2026Hardware,
title = {Hardware {{Trojan Detection}}: {{CNN-LSTM Model}} with {{Character}} and {{Word Embedding-based NLP Techniques}}},
shorttitle = {Hardware {{Trojan Detection}}},
author = {Wang, Zhiqiang and Liu, Ying and Dong, Zhenlong and Wu, Hang and Ju, Lei},
year = 2026,
month = mar,
journal = {KSII Transactions on Internet and Information Systems},
volume = {20},
number = {3},
pages = {1472--1491},
urldate = {2026-05-01}
}
@article{zhao2025Deep,
title = {Deep {{CWT-ResLSTM}} for Spectrum Sensing in Cognitive Radio},
author = {Zhao, Shengping and Xue, Wei and Xu, Yidong},
year = 2025,
month = jul,
journal = {Signal, Image and Video Processing},
volume = {19},
number = {7},
pages = {531},
issn = {1863-1703, 1863-1711},
doi = {10.1007/s11760-025-04069-9},
urldate = {2026-05-01},
langid = {english}
}
@article{zhou2026Machine,
title = {Machine {{Learning-Assisted Broadband S-Parameter Frequency-Domain Extrapolation Method}}},
author = {Zhou, Fei and Ye, Zi-Xing and Wang, Da-Wei and Yin, Wen-Yan and Liu, Jun and Zhao, Wen-Sheng},
year = 2026,
month = feb,
journal = {IEEE Transactions on Microwave Theory and Techniques},
volume = {74},
number = {2},
pages = {1327--1341},
issn = {1557-9670},
doi = {10.1109/TMTT.2025.3635596},
urldate = {2026-05-01}
}
@article{zhu2024Antenna,
title = {Antenna {{Modeling Based}} on {{Image-CNN-LSTM}}},
author = {Zhu, Zhiwei and Tian, Yubo and Sun, Jinlong},
year = 2024,
month = sep,
journal = {IEEE Antennas and Wireless Propagation Letters},
volume = {23},
number = {9},
pages = {2738--2742},
issn = {1548-5757},
doi = {10.1109/LAWP.2024.3405996},
urldate = {2026-05-01}
}