Quoc Hoan Tran

Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces

Takahiro Goto, Quoc Hoan Tran, Kohei Nakajima · Physical Review Letters · 2021 · 78 citations · Full text

Engineering, Machine Learning, Quantum-enhanced Feature Spaces +16

Topological persistence machine of phase transitions

Quoc Hoan Tran, Mark Chen, Yoshihiko Hasegawa · Physical review. E · 2021 · 37 citations · Full text

Temporal information processing induced by quantum noise

Tomoyuki Kubota, Yudai Suzuki, Shumpei Kobayashi et al. · Physical Review Research · 2023 · 37 citations · Full text

Engineering, Quantum System Software, Computer Architecture +18

Topological time-series analysis with delay-variant embedding

Quoc Hoan Tran, Yoshihiko Hasegawa · Physical review. E · 2019 · 23 citations · Full text

Engineering, Machine Learning, Time-delay Parameter +17

Higher-Order Quantum Reservoir Computing

Quoc Hoan Tran, Kohei Nakajima · arXiv (Cornell University) · 2020 · 12 citations · Full text

Quantum Science, Engineering, Quantum Computing +12