Chengran Yang

Centre for Quantum Technologies — Singapore

Computer Science · Physical Sciences

5h-index99citations16works1.02yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(10), Quantum Information and Cryptography(7), Quantum many-body systems(4), Neural Networks and Reservoir Computing(4), Quantum Mechanics and Applications(3)

Publications16 total

Review of: "Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions"
2025Open Access
Dimension reduction in quantum sampling of stochastic processes
npj Quantum Information·2025· 2 citedOpen Access
Variational Learning of Integrated Quantum Photonic Circuits via Genetic Algorithm
Laser & Photonics Review·2024
Variational learning of integrated quantum photonic circuits
arXiv (Cornell University)·2024Open Access
Variational Quantum Circuit Decoupling
Physical Review Letters·2024· 5 cited
Variational Quantum Circuit Decoupling
arXiv (Cornell University)·2024Open Access
Dimension reduction in quantum sampling of stochastic processes
arXiv (Cornell University)·2024Open Access
Provably superior accuracy in quantum stochastic modeling
Physical review. A/Physical review, A·2023· 3 citedOpen Access
Implementing quantum dimensionality reduction for non-Markovian stochastic simulation
Nature Communications·2023· 13 citedOpen Access
Provable superior accuracy in machine learned quantum models
arXiv (Cornell University)·2021· 5 citedOpen Access
Extreme Dimensionality Reduction with Quantum Modeling
Physical Review Letters·2020· 45 citedOpen Access
Measures of distinguishability between stochastic processes
Physical review. E·2020Open Access
Quantum stochastic modelling and tensor networks
2020Open Access
Extreme dimensional compression with quantum modelling.
arXiv (Cornell University)·2019· 1 citedOpen Access
Matrix Product States for Quantum Stochastic Modeling
Physical Review Letters·2018· 25 citedOpen Access
Entanglement spectra of q-deformed AKLT model and MPS
arXiv (Cornell University)·2011Open Access

Frequent Co-authors

Mile Gu(12), Thomas J. Elliott(6), Jayne Thompson(6), Felix C. Binder(4), Andrew J. P. Garner(4), Feiyang Liu(2), Nora Tischler(2), Man‐Hong Yung(2), Oscar Dahlsten(2), Marta Florido-Llinàs(2), Wai‐Keong Mok(2), Lingxiao Wan(2), Xianshu Luo(2), Guo‐Qiang Lo(2), L. K. Chin(2), Yuzhi Shi(2), A. Q. Liu(2), Varun Narasimhachar(1), Kang‐Da Wu(1), Ren-Dong He(1)