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Muhammad Fuady Emzir
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Year
State estimation with asynchronous multi-rate multi-smart sensors
MS Mahmoud, MF Emzir
Information Sciences, 2012
682012
A quantum extended Kalman filter
MF Emzir, MJ Woolley, IR Petersen
Journal of Physics A: Mathematical and Theoretical 50 (22), 225301, 2017
202017
Deep state-space Gaussian processes
Z Zhao, M Emzir, S Särkkä
Statistics and Computing 31, 1-26, 2021
142021
Quartz-superconductor quantum electromechanical system
MJ Woolley, MF Emzir, GJ Milburn, M Jerger, M Goryachev, ME Tobar, ...
Physical Review B 93 (22), 224518, 2016
142016
Quantum filtering for multiple diffusive and Poissonian measurements
MF Emzir, MJ Woolley, IR Petersen
Journal of Physics A: Mathematical and Theoretical 48 (38), 385302, 2015
142015
Filtering for a Class of Quantum Systems With Classical Stochastic Disturbances
Q Yu, D Dong, IR Petersen, MF Emzir, Q Gao
IEEE Transactions on Control Systems Technology, 2018
102018
Non-stationary multi-layered Gaussian priors for Bayesian inversion
M Emzir, S Lasanen, Z Purisha, L Roininen, S Särkkä
Inverse Problems 37 (1), 015002, 2020
92020
On physical realizability of nonlinear quantum stochastic differential equations
MF Emzir, MJ Woolley, IR Petersen
Automatica 95, 254-265, 2018
72018
Enhancing industrial X-ray tomography by data-centric statistical methods
J Suuronen, M Emzir, S Lasanen, S Särkkä, L Roininen
Data-Centric Engineering 1, e10, 2020
62020
Hilbert-space reduced-rank methods for deep Gaussian processes
MF Emzir, S Lasanen, Z Purisha, S Särkkä
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
52019
Unknown-input estimator-based controller design of electric power-assisted steering system
MS Mahmoud, MF Emzir
IET Control Theory & Applications 6 (16), 2485-2492, 2012
52012
Multispectral photon-counting for medical imaging and beam characterization
E Brücken, S Bharthuar, M Emzir, M Golovleva, A Gädda, R Hostettler, ...
Journal of Instrumentation 15 (02), C02024, 2020
42020
Lyapunov stability analysis for invariant states of quantum systems
MF Emzir, IR Petersen, MJ Woolley
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 5505-5510, 2017
42017
Multidimensional projection filters via automatic differentiation and sparse-grid integration
MF Emzir, Z Zhao, S Särkkä
Signal Processing 204, 108832, 2023
22023
Stability analysis of quantum systems: A Lyapunov criterion and an invariance principle
MF Emzir, MJ Woolley, IR Petersen
Automatica 146, 110660, 2022
22022
Topics on filtering and coherent control of nonlinear quantum systems
MF Emzir
http://unsworks.unsw.edu.au/fapi/datastream/unsworks:51756/SOURCE02?view=true, 2018
22018
Multispectral photon-counting for medical imaging and beam characterization—A project review
S Kirschenmann, M Bezak, S Bharthuar, E Brücken, M Emzir, M Golovleva, ...
Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2022
12022
Gaussian-Based Parametric Bijections For Automatic Projection Filters
MF Emzir, Z Zhao, L Cheded, S Särkkä
arXiv preprint arXiv:2303.17290, 2023
2023
Approximations to the Solution of the Kushner-Stratonovich Equation for the Stochastic Chemostat*
JA Fontenele Magalhães, MF Emzir, F Corona
bioRxiv, 2023.01. 17.524503, 2023
2023
Fast optimize-and-sample method for differentiable Galerkin approximations of multi-layered Gaussian process priors
MF Emzir, NA Loppi, Z Zhao, SS Hassan, S Särkkä
2022 25th International Conference on Information Fusion (FUSION), 1-7, 2022
2022
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