Dr Htet NAING
Research Scientist
Department of Weather Research
Numerical Weather Prediction Branch
- htet_naing@nea.gov.sg
Dr Htet NAING
Dr Htet Naing is currently a Research Scientist working on the development of machine/deep learning approaches for weather nowcasting models. He has about five years of extensive research experience in machine learning, simulation, and calibration. His prior research focuses on exploiting the synergy between physics and learning via physics-informed/-guided machine learning approaches with successful applications in data-driven microscopic traffic simulation modelling and calibration.
Education
-
- 2020-2024
- Doctor of Philosophy in Computer Science, Nanyang Technological University, Singapore
-
- 2016-2019
- Bachelor of Engineering in Computer Science, Nanyang Technological University, Singapore
Working Experience
-
- 2024-present
- Research Scientist, Centre for Climate Research Singapore, MSS
- 2020-2024
- PhD Candidate, Alibaba Cloud, Singapore (as part of industrial PhD programme)
Research Interests
- Nowcasting
- Deep learning
- Physics-informed machine learning
- Deep reinforcement learning
Dr Naing’s full publication record can be accessed here.