Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0009-0002-4513-1752
Fingerprint
Dive into the research topics where Chengyu LIU is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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Entropy Production in Non-Gaussian Active Matter: A Unified Fluctuation Theorem and Deep Learning Framework
Huang, Y., Liu, C., Miao, B. & Zhou, X., 13 Feb 2026, In: Physical Review Letters. 136, 6, 10 p., 068302.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile5 Link opens in a new tab Citations (Scopus)13 Downloads (CityUHK Scholars) -
LÉVY SCORE FUNCTION AND SCORE-BASED PARTICLE ALGORITHM FOR NONLINEAR LÉVY-FOKKER-PLANCK EQUATIONS
HUANG, Y., LIU, C. & ZHOU, X., 2026, In: SIAM Journal on Numerical Analysis. 64, 3, p. 656-684 29 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Taming the Loss Landscape of PINNs with Noisy Feynman–Kac Supervision: Operator Preconditioning and Non-Asymptotic Error Bounds
Tepakbong, N., Hu, H., Liu, C. & Zhou, X., 2026, Proceedings of the 43rd International Conference on Machine Learning. 56 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
LIU, C. (Recipient), 16 Aug 2026
Prize: RGC 64B - Prizes and awards
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