Research Fellow (Computer Science/Statistics/Meterology/Atmospheric Sciences)
NTU Main Campus, Singapore
SGD 60K-108K (estimate) Mid-level Full Time
Tasks
- Analyze theoretical properties of new methods
- Develop and implement generative modeling methods for meteorological inference
- Mentor graduate students
- Organize reading groups and seminars
- Perform teaching and invigilation duties
- Present research at conferences
- Publish research in journals and conferences
- Review latest literature on generative modeling for data assimilation
- Review particle filter inference in state space models
Perks/Benefits
- N/A
Skills/Tech-stack
Bayesian Inference | Data Assimilation | Diffusion Models | Generative Modeling | Kalman Filters | Machine Learning | Monte Carlo | Monte Carlo Simulation | Normalizing flows | Particle filters | State Space Models | State-Space | Statistical modeling | Stochastic Simulation
Education
Roles
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