基本信息：
李露，女，中山大学数学学院（珠海）预聘助理教授（副教授职务）、硕士生导师
教育背景：
2013年8月-2019年10月，挪威科技大学，计算数学，博士学位，导师：Elena Celledon, Brynjulf Owren
2011年9月-2013年6月，中国科学院数学与系统科学研究院，计算数学，硕士学位，导师：尚在久
2007年9月-2011年6月，河南大学，数学与应用数学，学士学位
工作经历：
2020年6月-2024年5月，Simula Metropolitan Center for Digital Engineering，博士后研究员
2019年10月-2020年5月，Norwegian University of Science and Technology，访问研究员
研究领域：
微分方程的数值算法，机器学习及其应用
代表性成果：
1. L. Li*, S. Yan, D. Horner, B. Chawes, M. A. Rasmussen, A. K. Smilde, and E. Acar*. Revealing static and dynamic markers from postprandial metabolomics data through coupled matrix and tensor factorizations. Metabolomics, 2024.
2. S. Yan, L. Li, D. Horner, B. Chawes, M. A. Rasmussen, A. K. Smilde, and E. Acar*. Characterizing postprandial metabolic response using multiway data analysis. Metabolomics, 2024.
3. L. Li*, S. Yan, B. M. Bakker, H. Hoefsloot, D. Horner, B. Chawes, M. A. Rasmussen, A. K. Smilde, and E. Acar*. Analyzing postprandial metabolomics data using multiway models: A simulation study. BMC Bioinformatics, 2022.
4. L. Li* H. Hoefsloot, A A. de Graaf, E. Acar* and A K. Smilde. Exploring Dynamic Metabolomics Data With Multiway Data Analysis: a Simulation Study. BMC Bioinformatics, 2022.
5. L. Li*. A new symmetric linearly implicit exponential integrator preserving polynomial invariants or Lyapunov functions for conservative or dissipative systems. Journal of Computational Physics, 2021.
6. S. Eidnes, L. Li*. Linearly implicit local and global energy-preserving methods for PDEs with a cubic Hamiltonian. SIAM Journal on Scientific Computing, 2020.
7. S. Eidnes, L. Li*, S. Sato. Linearly implicit structure-preserving schemes for Hamiltonian systems. Journal of Computational and Applied Mathematics, 2019.
8. L. Li*, E. Celledoni. Krylov projection methods for linear Hamiltonian systems. Numerical Algorithms, 2019.
9. E. Celledoni, L. Li*. Symplectic Lanczos and Arnoldi Method for Solving Linear Hamiltonian Systems: Preservation of Energy and Other Invariants. Progress in industrial mathematics at ECMI(26), 2017.
会议报告：
05/2024 SIAM Conference on Applied Linear Algebra 2024, France
10/2023 Nordic AI Meet 2023 (poster session), Denmark
10/2022 Annual NORBIS Conference 2022, Norway
09/2022 Nordic Metabolomics 2022, Denmark
08/2022 NuGOweek 2022, Spain
06/2022 Metabolomics 2022 (poster session), Spain
05/2021 SIAM Conference on Applications of Dynamical system (online), U.S.
09/2018 Conference on the Numerical Solution of Differential and Differential-Algebraic Equations, Germany
06/2016 The 19th European Conference on Mathematics for Industry, Spain
02/2014 Workshop on Manifolds and Geometric Integration Colloquium, Norway
