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Samuel Yen-Chi Chen

brookhaven national laboratory

20H-index
152Paper Count
1.8KCitation Count
Published Papers 16
Publication Date
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A comprehensive review on quantum deep neural networks for prognostics and health management: Fundamentals, challenges and opportunities
errEngineering Applications of Artificial Intelligence
IF8
err2026-04-29
err0
PREAI
errMayank Shekhar Jha; Sameul Yen-Chi Chen; Chetan Kulkarni; Joongheon Kim
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Quantum Artificial Intelligence: From Quantum Neural Networks to Self-Programming Architectures [Feature]
errIEEE Circuits and Systems Magazine
IF3.5
err2026-04-01
err0
PREAI
errSamuel Yen-Chi Chen
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errSave
Exploring the Potential of QEEGNet for Cross-task and Cross-dataset Electroencephalography Encoding with Quantum Machine Learning
errJOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY
IF1.8
err2025-12-04
err0
errOAAI
errChen, Chi-Sheng; Chen, Samuel Yen-Chi; Tseng, Huan-Hsin
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EDDQC: Enhanced Dynamical Distributing Quantum Compilation
errIEEE Transactions on Very Large Scale Integration (VLSI) Systems
IF3.1
err2025-08-29
err0
PREAI
errYidong Zhou; Kecheng Liu; Haochen Luo; Lingjun Xiong; Yuchen Zhu; Eilis Casey; Jinglei Cheng; Samuel Yen-Chi Chen; Zhiding Liang
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Diffusion-inspired quantum noise mitigation in parameterized quantum circuits
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2025-04-16
err0
PREAI
errHoang-Quan Nguyen; Xuan Bac Nguyen; Samuel Yen-Chi Chen; Hugh Churchill; Nicholas Borys; Samee U. Khan; Khoa Luu
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errSave
Federated quantum long short-term memory (FedQLSTM)
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2024-07-09
err4
errOAAI
errChehimi, Mahdi; Chen, Samuel Yen-Chi; Saad, Walid; Yoo, Shinjae
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errSave
Foundations of Quantum Federated Learning Over Classical and Quantum Networks
errIEEE NETWORK
IF6.3
err2024-01-01
err11
errOAAI
errChehimi, Mahdi; Chen, Samuel Yen-Chi; Saad, Walid; Towsley, Don; Debbah, Merouane
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errSave
Quantum machine learning with differential privacy
errSCIENTIFIC REPORTS
IF3.9
err2023-02-11
err28
errOAAI
errWatkins, William M.; Chen, Samuel Yen-Chi; Yoo, Shinjae
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Quantum convolutional neural networks for high energy physics data analysis
errPHYSICAL REVIEW RESEARCH
IF4.2
err2022-03-28
err57
errOAAI
errChen, Samuel Yen-Chi; Wei, Tzu-Chieh; Zhang, Chao; Yu, Haiwang; Yoo, Shinjae
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errSave
Variational quantum reinforcement learning via evolutionary optimization
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-02-15
err34
errOAAI
errChen, Samuel Yen-Chi; Huang, Chih-Min; Hsing, Chia-Wei; Goan, Hsi-Sheng; Kao, Ying-Jer
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errSave
Application of quantum machine learning using the quantum variational classifier method to high energy physics analysis at the LHC on IBM quantum computer simulator and hardware with 10 qubits
errJOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS
IF3.5
err2021-10-26
err50
errOAAI
errWu, Sau Lan; Chan, Jay; Guan, Wen; Sun, Shaojun; Wang, Alex; Zhou, Chen; Livny, Miron; Carminati, Federico; Di Meglio, Alberto; Li, Andy C. Y.; Lykken, Joseph; Spentzouris, Panagiotis; Chen, Samuel Yen-Chi; Yoo, Shinjae; Wei, Tzu-Chieh
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Application of quantum machine learning using the quantum kernel algorithm on high energy physics analysis at the LHC
errPHYSICAL REVIEW RESEARCH
IF4.2
err2021-09-08
err57
errOAAI
errWu, Sau Lan; Sun, Shaojun; Guan, Wen; Zhou, Chen; Chan, Jay; Cheng, Chi Lung; Pham, Tuan; Qian, Yan; Wang, Alex Zeng; Zhang, Rui; Livny, Miron; Glick, Jennifer; Barkoutsos, Panagiotis Kl; Woerner, Stefan; Tavernelli, Ivano; Carminati, Federico; Di Meglio, Alberto; Li, Andy C. Y.; Lykken, Joseph; Spentzouris, Panagiotis; Chen, Samuel Yen-Chi; Yoo, Shinjae; Wei, Tzu-Chieh
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An end-to-end trainable hybrid classical-quantum classifier
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2021-09-08
err31
errOAAI
errChen, Samuel Yen-Chi; Huang, Chih-Min; Hsing, Chia-Wei; Kao, Ying-Jer
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errSave
Unified framework for quantum classification
errPHYSICAL REVIEW RESEARCH
IF4.2
err2021-07-16
err19
errOAAI
errNghiem, Nhat A.; Chen, Samuel Yen-Chi; Wei, Tzu-Chieh
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errSave
Variational Quantum Circuits for Deep Reinforcement Learning
errIEEE ACCESS
IF3.6
err2020-01-01
err183
errOAAI
errChen, Samuel Yen-Chi; Yang, Chao-Han Huck; Qi, Jun; Chen, Pin-Yu; Ma, Xiaoli; Goan, Hsi-Sheng
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errSave
Special issue on quantum technologies for communication systems
errdigital communications and networks
IF3.2
err
err0
errOAAI
errSoo Young Shin; Zhu Han; Shaukat Ali; Samuel Yen-Chi Chen; Yuanwei Liu; Soohyun Park; Joongheon Kim
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Don Towsley
H-index: 116 · Papers: 1.3K
M
Mérouane Debbah
H-index: 112 · Papers: 1.7K
W
Walid Saad
H-index: 100 · Papers: 1.4K
Y
Yuanwei Liu
H-index: 93 · Papers: 1.3K
M
Miron Livny
H-index: 74 · Papers: 325
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