Chen, Nan-Yow
- Validating Large-Scale Quantum Machine Learning: Efficient Simulation of Quantum Support Vector Machines Using Tensor Networks
2024/05/04 by Kuan‐Cheng Chen, Tai-Yue Li, Chen, Kuan-Cheng +13 · 11 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Quantum Computing Algorithms and Architecture #Spectroscopy Techniques in Biomedical and Chemical Research
- Quantum Kernel-Based Long Short-term Memory for Climate Time-Series Forecasting
2024/12/12 by Hsu, Yu-Chao, Tai-Yu Li, Chen, Nan-Yow +5 · 8 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Quantum Pointwise Convolution: A Flexible and Scalable Approach for Neural Network Enhancement
2024/12/02 by An Ning, Tai-Yue Li, Ning, An +2 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Spectroscopy Techniques in Biomedical and Chemical Research #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture
- Quantum Adaptive Excitation Network with Variational Quantum Circuits for Channel Attention
2025/07/15 by Yu‐Chao Hsu, Kuan‐Cheng Chen, Hsu, Yu-Chao +4 · 3 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term Memory
2025/12/04 by Hsu, Yu-Chao, Jiang, Jiun-Cheng, Lin, Chun-Hua +5 · 1 citation
Computer Science · Materials Science · #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing #Machine Learning in Materials Science