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
- Turing Network Development Award: Trailblazers Competition
- Recipient
- 6/2022
- Lower Saxony – Scotland Tandem Fellowship
- Recipient
- 6/2022
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Publications
- Investigation of logarithmic signatures for feature extraction and application to marine engine fault diagnosis
- Patil Chaitanya, Theotokatos Gerasimos, Wu Yue, Lyons Terry
- Engineering Applications of Artificial Intelligence (2024)
- 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
- 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
- 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
- Stochastic effects on solution landscapes for nematic liquid crystals
- Dalby James Luke, Majumdar Apala, Wu Yue, Dond Asha Kisan
- Liquid Crystals Vol 51, pp. 276-296 (2024)
- https://doi.org/10.1080/02678292.2023.2294960
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Professional Activities
- New Impacts of Rough Analysis Workshop
- Participant
- 25/7/2024
- University of Edinburgh
- Visiting researcher
- 11/7/2024
- Alan Turing Institute
- Visiting researcher
- 24/6/2024
- A semi-supervised framework for anomaly detection on image Data using 2D-signatures
- Speaker
- 10/6/2024
- ICMS-funded Workshop "New Directions for Stochastic Differential Equations and Machine Learning"
- Organiser
- 3/6/2024
- Alan Turing Institute
- Visiting researcher
- 7/5/2024
Projects
- AI-based multi-sensor data fusion for autonomous navigation around asteroids
- Feng, Jinglang (Principal Investigator) Vasile, Massimiliano (Co-investigator) Wu, Yue (Co-investigator) Zabalza, Jaime (Co-investigator)
- 01-Jul-2024 - 30-Jun-2027
- Incylinder pressure prediction using log-signatures
- Patil, Chaitanya (Principal Investigator) Wu, Yue (Principal Investigator)
- 01-Jul-2022 - 30-Sep-2022