Projects per year
Personal profile
Research Interests
My research interests include sparse optimization, compressed sensing, sparse signal reconstruction algorithms, and sparsity-related machine learning.
Teaching
2024 - 2025 Academic Year:
- MATH1109 Core Mathematics (Teaching Member)
- MMME1042 Mathematics for Engineers
- MATH1031 Mathematical Methods for Civil Engineering
Previous Teaching Experience:
- MATH1027 Calculus
- MATH1031 Mathematical Methods for Civil Engineering
- MATH1046 Mathematical Methods for Architectural and Environmental Engineering
- MATH1047 Mathematical Methods for Chemical and Environmental Engineering
- MMME1042 Mathematics for Engineers
Education/Academic qualification
PhD, University of Birmingham
Award Date: 13 Jul 2022
Person Types
- Staff
Fingerprint
Dive into the research topics where Nan Meng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Active
-
The development and application of the sparse search direction in thresholding-type sparse optimization algorithms
Meng, N. (PI)
1/01/24 → 31/12/26
Project: Government Funded Projects › Vertical-National Government Funded Projects
Research output
- 4 Article
-
Heavy-ball-based hard thresholding algorithms for sparse signal recovery
Sun, Z. F., Zhou, J. C., Zhao, Y. B. & Meng, N., 1 Oct 2023, In: Journal of Computational and Applied Mathematics. 430, 115264.Research output: Journal Publication › Article › peer-review
Open Access -
Newton-Type Optimal Thresholding Algorithms for Sparse Optimization Problems
Meng, N. & Zhao, Y. B., Sept 2022, In: Journal of the Operations Research Society of China. 10, 3, p. 447-469 23 p.Research output: Journal Publication › Article › peer-review
Open Access -
Partial gradient optimal thresholding algorithms for a class of sparse optimization problems
Meng, N., Zhao, Y.-B., Kočvara, M. & Sun, Z., Oct 2022, In: Journal of Global Optimization. 84, p. 393-413Research output: Journal Publication › Article › peer-review
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Newton-Step-Based Hard Thresholding Algorithms for Sparse Signal Recovery
Meng, N. & Zhao, Y. B., 2020, In: IEEE Transactions on Signal Processing. 68, p. 6594-6606 13 p., 9258981.Research output: Journal Publication › Article › peer-review