Personal profile
Personal profile
Tianming was a Research Associate in the Hisilicon Computation Theory Group at the Huawei Cambridge Research Centre. He received both his MSc and PhD in Applied and Computational Mathematics from the University of Edinburgh.
His current research interests lie in computational applied mathematics and high-performance computing, with a particular focus on inverse problems, uncertainty quantification, and Gaussian process regression.
Education/Academic qualification
PhD, The University of Edinburgh
2020 → 2024
Master, Computational Applied Mathematics, The University of Edinburgh
2019 → 2020
Applied Mathematics, Xi'an Jiaotong-Liverpool University
2015 → 2019
Research areas
- Gaussian Process Regression
- Inverse Problem
- Machine Learning
- Formal Verification
- Parallel Computing
Person Types
- Staff
Collaborations and top research areas from the last five years
Projects
- 1 Active
-
Innovative Syntegrative Education: Emotions Understanding in Human–Robot Interaction through Industry-Engaged Project-Based Learning
Li, C. (PI), Su, J. (Team member), Zhou, M. (Team member), Dang, K. (Team member), Jiang, Z. (Team member), Bai, T. (Team member), Hasan, M. M. (Team member), Stefanidis, A. (Team member), Zhong, H. (Team member), Hu, B. (Team member), Dong, Y. (Team member), Chen, S.-H. (Team member), Zhang, J. (Team member) & Sun, H. (Team member)
1/01/26 → 31/12/28
Project: Internal Research Project
Research output
- 2 Article
-
Gaussian processes for Bayesian inverse problems associated with linear partial differential equations
Aretha Teckentrup & Kostas Zygalakis, 24 Jun 2024, In: Statistics and Computing. 34Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus) -
A new convolutional neural network architecture for automatic segmentation of overlapping human chromosomes
Sifan Song, Feb 2022, In: Neural Processing Letters.Research output: Contribution to journal › Article › peer-review