State estimation with asynchronous multi-rate multi-smart sensors MS Mahmoud, MF Emzir Information Sciences, 2012 | 77 | 2012 |
A quantum extended Kalman filter MF Emzir, MJ Woolley, IR Petersen Journal of Physics A: Mathematical and Theoretical 50 (22), 225301, 2017 | 27 | 2017 |
Deep state-space Gaussian processes Z Zhao, M Emzir, S Särkkä Statistics and Computing 31 (6), 75, 2021 | 19 | 2021 |
Quartz-superconductor quantum electromechanical system MJ Woolley, MF Emzir, GJ Milburn, M Jerger, M Goryachev, ME Tobar, ... Physical Review B 93 (22), 224518, 2016 | 15 | 2016 |
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 | 14 | 2015 |
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 | 11 | 2018 |
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 | 9 | 2020 |
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 | 7 | 2020 |
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 | 6 | 2019 |
On physical realizability of nonlinear quantum stochastic differential equations MF Emzir, MJ Woolley, IR Petersen Automatica 95, 254-265, 2018 | 6 | 2018 |
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 | 6 | 2012 |
Multidimensional projection filters via automatic differentiation and sparse-grid integration MF Emzir, Z Zhao, S Särkkä Signal Processing 204, 108832, 2023 | 5 | 2023 |
Stability analysis of quantum systems: A Lyapunov criterion and an invariance principle MF Emzir, MJ Woolley, IR Petersen Automatica 146, 110660, 2022 | 5 | 2022 |
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 | 5 | 2017 |
Gaussian-based parametric bijections for automatic projection filters MF Emzir, Z Zhao, L Cheded, S Särkkä IEEE Transactions on Automatic Control, 2023 | 3 | 2023 |
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 | 3 | 2020 |
Efficient projection filter algorithm for stochastic dynamical systems with correlated noises and state-dependent measurement covariance MF Emzir Signal Processing 218, 109383, 2024 | 2 | 2024 |
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 | 2 | 2022 |
A Projection Filter Algorithm for Stochastic Systems with Correlated Noise and State-Dependent Measurement Covariance MF Emzir, L Cheded 2024 American Control Conference (ACC), 1909-1914, 2024 | 1 | 2024 |
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 | 1 | 2023 |