Dr Yue Wu
Senior Lecturer
Mathematics and Statistics
Personal statement
Personal statement
I am Dr. Yue Wu whose expertise span stochastic analysis, numerical analysis and data science. My research interest includes:
- Truth: The investigation of long-time behaviour in (random) dynamic system and exploring their applications across various fields, including population dynamics, environmental science, and artificial intelligence (watch my talk given at GPSD 2021 mannheim)
- Tools: The development of innovative and efficient (randomised) numerical schemes for different types of dynamical systems, aiming to revolutionize real-life applications by providing fast and precise solutions (see talk slides given at MCQMC 2018)
- Practice: The capture and analysis of the underlying dynamical profile of longitudinal and complex multi-modal data via mathematical tools in machine learning and AI, with the potential to provide solutions and understanding towards pressing challenges in fields such as healthcare, AI security, and environmental science, by uncovering hidden patterns, making accurate predictions, monitoring timely anomaly signals, and enabling more informed decision-making.
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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
- A drift-randomized Milstein–Galerkin finite element method for semilinear stochastic evolution equations
- Qi Xiao, Wu Yue, Yan Yubin
- Applied Numerical Mathematics Vol 231, pp. 70-85 (2026)
- https://doi.org/10.1016/j.apnum.2026.09.009
- 2DSig-Detect : a semi-supervised framework for anomaly detection on image data using 2D-signatures
- Xie Xinheng, Yamaguchi Kureha, Leblanc Margaux, Malzard Simon, Chhabra Varun, Nockles Victoria, Wu Yue
- Pattern Recognition Vol 180 (2026)
- https://doi.org/10.1016/j.patcog.2026.114172
- Tensor-to-tensor models with fast iterated sum features
- Diehl Joscha, Ibraheem Rasheed, Schmitz Leonard, Wu Yue
- Neurocomputing Vol 675 (2026)
- https://doi.org/10.1016/j.neucom.2026.132884
- Application of randomized quadrature formulas to the finite element method for elliptic equations
- Kruse Raphael, Polydorides Nick, Wu Yue
- BIT Numerical Mathematics Vol 66 (2026)
- https://doi.org/10.1007/s10543-026-01126-8
- A neural RDE-based model for solving path-dependent parabolic PDEs
- Fang Bowen, Ni Hao, Wu Yue
- Stochastic Analysis and Applications 2025 Linnaeus Workshop on Stochastic Analysis and Applications 2025, pp. 231-271 (2026)
- https://doi.org/10.1007/978-3-032-03914-9_9
- Order-one explicit approximations of random periodic solutions of semi-linear SDEs with multiplicative noise
- Guo Yujia, Pang Chenxu, Wang Xiaojie, Wu Yue
- Communications in Nonlinear Science and Numerical Simulation Vol 152 (2026)
- https://doi.org/10.1016/j.cnsns.2025.109386
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Professional Activities
- AGH University of Science and Technology
- Visiting researcher
- 7/9/2026
- Xiaoyue Xi
- Host
- 29/7/2026
- IASM 5-Day Workshop
- Participant
- 22/6/2026
- Leiden University Leiden The Netherlands
- Visiting researcher
- 4/6/2026
- EDI talk by Prof. Jane Hillston FRS FRSE
- Organiser
- 27/5/2026
- The Alan Turing Institute, London NW1 2DB, UK
- Visiting researcher
- 18/5/2026
Projects
- Synergistic integration of deep learning and mathematical modelling to characterise CAR-T cell dynamics and therapeutic outcomes in the TNBC micro-environment (International Exchange Cost Share NSFC)
- Wu, Yue (Principal Investigator) Chen, Ke (Co-investigator) Rattray, Nicholas (Co-investigator)
- 01-Jan-2026 - 31-Jan-2027
- Randomised numerical methods for differential equations on manifolds
- Wu, Yue (Principal Investigator)
- 19-Jan-2025 - 24-Jan-2025
- Partnership Seed Grant Application
- Devlin, Jon (Principal Investigator) Clift, Lee (Co-investigator) Dombi, Erzsebet (Co-investigator) Goodfellow, Martin (Co-investigator) Hameed, Humaira (Co-investigator) Humphrey, Suzanne (Co-investigator) Huq, Molly (Co-investigator) Kirkpatrick, Ryan (Co-investigator) Murphy, Fiona (Co-investigator) Neves, Karla (Co-investigator) Sprick, Seb (Co-investigator) Wu, Yue (Co-investigator) Young, David (Co-investigator)
- 22-Jan-2025 - 31-Jan-2027
- Heilbronn Institute for Mathematical Research (HIMR)
- Wu, Yue (Principal Investigator)
- Small Grant Call award of up to £4,740.00 to support the workshop "New
Impacts of Rough Analysis" at The University of Warwick, taking place 25-26 July
2024. - 25-Jan-2024 - 26-Jan-2024
- 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-Jan-2024 - 30-Jan-2027
- International Exchanges Round 3: randomised numerical schemes
- Wu, Yue (Principal Investigator)
- 01-Jan-2024 - 31-Jan-2025
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Contact
Dr
Yue
Wu
Senior Lecturer
Mathematics and Statistics
Email: yue.wu@strath.ac.uk
Tel: 548 3804