Muhammad F. Emzir
Building 22-226
KFUPM
Dhahran, Eastern Province
I am presently an assistant professor at King Fahd University of Petroleum and Minerals’ Control and Instrumentation Engineering Department. In 2018, I obtained my Ph.D. in Electrical Engineering from the University of New South Wales. Following the completion of my PhD, I worked as a postdoctoral fellow at ANU College of Engineering and Computer Science (2018) and Aalto University (2018–2021). My areas of research include quantum control, nonlinear control, and stochastic filtering.
I am always interested in collaborating on research projects, particularly those involving quantum filtering and control or generic stochastic filtering.
news
Feb 1, 2023 | A new GitHub repository which contains basic rigid body formalism for path planning course is initiated. Check it at https://github.com/CIE-KFUPM/Rigid_Body/. |
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Jan 4, 2023 | Initial deployment of puat133.github.io! |
Dec 25, 2022 | Open PhD position |
Nov 18, 2022 | Continuous Projection Filters talk at Uppsala University |
selected publications
- Non-stationary multi-layered Gaussian priors for Bayesian inversionInverse Problems, 2020
- Stability analysis of quantum systems: A Lyapunov criterion and an invariance principleAutomatica, 2022
- Deep state-space Gaussian processesStatistics and Computing, 2021
- Multidimensional projection filters via automatic differentiation and sparse-grid integrationSignal Processing, 2023
- Fast optimize-and-sample method for differentiable Galerkin approximations of multi-layered Gaussian process priorsIn 2022 25th International Conference on Information Fusion (FUSION), 2022