Dr Yue Wu
Lecturer
Mathematics and Statistics
Personal statement
Personal statement
I am Dr. Yue Wu who has expertise in stochastic analysis and numerical analysis. My research interest includes:
- Numerical analysis for stochastic (partial) differential equations (see talk slides given at MCQMC 2018)
- Random periodic solutions of stochastic (partial) differential equations and their numerics (watch my talk given at GPSD 2021 mannheim)
- Rough path theory and its applications in machine learning/data science
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Prize And Awards
- Strathclyde & TU Braunschweig Joint Collaborative Funding
- Recipient
- 1/5/2023
- ICIAM2023 Financial Support Scheme 2
- Recipient
- 2023
- Lower Saxony – Scotland Tandem Fellowship
- Recipient
- 6/2022
- Turing Network Development Award: Trailblazers Competition
- Recipient
- 6/2022
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Publications
- NODE-ImgNet : a PDE-informed effective and robust model for image denoising
- Xie Xinheng, Wu Yue, Ni Hao, He Cuiyu
- Pattern Recognition Vol 148 (2024)
- https://doi.org/10.1016/j.patcog.2023.110176
- On approximation of solutions of stochastic delay differential equations via randomized Euler scheme
- Przybyłowicz Paweł, Wu Yue, Xie Xinheng
- Applied Numerical Mathematics Vol 197, pp. 143-163 (2024)
- https://doi.org/10.1016/j.apnum.2023.11.008
- Linear implicit approximations of invariant measures of semi-linear SDEs with non-globally Lipschitz coefficients
- Pang Chenxu, Wang Xiaojie, Wu Yue
- Journal of Complexity Vol 83 (2024)
- https://doi.org/10.1016/j.jco.2024.101842
- The Galerkin analysis for the random periodic solution of semilinear stochastic evolution equations
- Wu Yue, Yuan Chenggui
- Journal of Theoretical Probability Vol 37, pp. 133-159 (2024)
- https://doi.org/10.1007/s10959-023-01236-x
- Subtle variation in sepsis-III definitions markedly influences predictive performance within and across methods
- Cohen Samuel N, Foster James, Foster Peter, Lou Hang, Lyons Terry, Morley Sam, Morrill James, Ni Hao, Palmer Edward, Wang Bo, Wu Yue, Yang Lingyi, Yang Weixin
- Scientific Reports Vol 14 (2024)
- https://doi.org/10.1038/s41598-024-51989-6
- Stochastic effects on solution landscapes for nematic liquid crystals
- Dalby James Luke, Majumdar Apala, Wu Yue, Dond Asha Kisan
- Liquid Crystals (2024)
- https://doi.org/10.1080/02678292.2023.2294960
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Professional Activities
- Randomised Numerical Schemes
- Speaker
- 25/9/2023
- An NRDE-based model for solving path-dependent PDEs
- Speaker
- 22/9/2023
- "Methodological advancement in rough paths and data science" of ICIAM2023 Tokyo
- Organiser
- 24/8/2023
- Scientific Machine Learning seminar
- Organiser
- 16/5/2023
- Women in Data Science and Mathematics Seminar Series
- Organiser
- 26/4/2023
- Xi'an Jiaotong-Liverpool University
- Visiting researcher
- 19/4/2023
Projects
- Incylinder pressure prediction using log-signatures
- Patil, Chaitanya (Principal Investigator) Wu, Yue (Principal Investigator)
- 01-Jan-2022 - 30-Jan-2022