Muhammad F. Emzir

IMG_20200516_185907.jpg

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/.
Jan 4, 2023 Initial deployment of puat133.github.io! :sparkles: :smile:
Dec 25, 2022 Open PhD position
Nov 18, 2022 Continuous Projection Filters talk at Uppsala University

selected publications

  1. Non-stationary multi-layered Gaussian priors for Bayesian inversion
    Muhammad Emzir, Sari Lasanen, Zenith Purisha, and 2 more authors
    Inverse Problems, 2020
  2. Stability analysis of quantum systems: A Lyapunov criterion and an invariance principle
    Muhammad Fuady Emzir, Matthew J Woolley, and Ian R Petersen
    Automatica, 2022
  3. Deep state-space Gaussian processes
    Zheng Zhao, Muhammad Emzir, and Simo Särkkä
    Statistics and Computing, 2021
  4. Multidimensional projection filters via automatic differentiation and sparse-grid integration
    Muhammad Fuady Emzir, Zheng Zhao, and Simo Särkkä
    Signal Processing, 2023
  5. Fast optimize-and-sample method for differentiable Galerkin approximations of multi-layered Gaussian process priors
    Muhammad F Emzir, Niki A Loppi, Zheng Zhao, and 2 more authors
    In 2022 25th International Conference on Information Fusion (FUSION), 2022