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H. Hjalmarsson · SciRah

Researcher profile · Semantic Scholar

H. Hjalmarsson

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H. Hjalmarsson — researcher profile on SciRah

h-index: 42
Works: 383
Citations: 11K

Most-cited papers

Application-Oriented Input Design in System Identification: Optimal Input Design for Control [Applications of Control]
Mariette Annergren, Christian A. Larsson, H. Hjalmarsson, X. Bombois +1 more
2017IEEE Control Systems61 citations
Semantic Scholar
A new kernel-based approach to system identification with quantized output data
Giulio Bottegal, H. Hjalmarsson, G. Pillonetto
2016at - Automatisierungstechnik58 citations Open access
Semantic Scholar
Experimental evaluation of model predictive control with excitation (MPC-X) on an industrial depropanizer
Christian A. Larsson, Cristian R. Rojas, X. Bombois, H. Hjalmarsson
201553 citations
Semantic Scholar
Learning Robust LQ-Controllers Using Application Oriented Exploration
Mina Ferizbegovic, Jack Umenberger, H. Hjalmarsson, Thomas Bo Schön
2020IEEE Control Systems Letters43 citations
Semantic Scholar
Robust exploration in linear quadratic reinforcement learning
Jack Umenberger, Mina Ferizbegovic, Thomas Bo Schön, H. Hjalmarsson
2019Neural Information Processing Systems43 citations
Semantic Scholar
An empirical Bayes approach to identification of modules in dynamic networks
Niklas Everitt, Giulio Bottegal, H. Hjalmarsson
2017at - Automatisierungstechnik42 citations Open access
Semantic Scholar
A nonparametric kernel-based approach to Hammerstein system identification
Riccardo Sven Risuleo, Giulio Bottegal, H. Hjalmarsson
2017at - Automatisierungstechnik39 citations Open access
Semantic Scholar
The Box-Jenkins Steiglitz-McBride algorithm
Yu-Cai Zhu, H. Hjalmarsson
2016at - Automatisierungstechnik33 citations
Semantic Scholar
A graph theoretical approach to input design for identification of nonlinear dynamical models
Patricio E. Valenzuela, Cristian R. Rojas, H. Hjalmarsson
2015at - Automatisierungstechnik31 citations
Semantic Scholar
An application-oriented approach to dual control with excitation for closed-loop identification
Christian A. Larsson, A. Ebadat, Cristian R. Rojas, X. Bombois +1 more
2016European Journal of Control28 citations Open access
Semantic Scholar
Identification of Linear Models From Quantized Data: A Midpoint-Projection Approach
Riccardo Sven Risuleo, Giulio Bottegal, H. Hjalmarsson
2020IEEE Transactions on Automatic Control27 citations
Semantic Scholar
Bayesian nonparametric identification of Wiener systems
Riccardo Sven Risuleo, F. Lindsten, H. Hjalmarsson
2019at - Automatisierungstechnik23 citations Open access
Semantic Scholar
Parametric Identification Using Weighted Null-Space Fitting
Miguel Galrinho, Cristian R. Rojas, H. Hjalmarsson
2017IEEE Transactions on Automatic Control23 citations Open access
Semantic Scholar
Almost sure stability and stabilization of discrete-time stochastic systems
Li-Rong Huang, H. Hjalmarsson, H. Koeppl
2015Systems & control letters (Print)21 citations
Semantic Scholar
Open-loop asymptotically efficient model reduction with the Steiglitz-McBride method
Niklas Everitt, Miguel Galrinho, H. Hjalmarsson
2018at - Automatisierungstechnik20 citations Open access
Semantic Scholar
Robust optimal identification experiment design for multisine excitation
X. Bombois, Federico Morelli, H. Hjalmarsson, L. Bako +1 more
2019at - Automatisierungstechnik19 citations Open access
Semantic Scholar
EM-Based Hyperparameter Optimization for Regularized Volterra Kernel Estimation
Jeremy G. Stoddard, J. Welsh, H. Hjalmarsson
2017IEEE Control Systems Letters19 citations
Semantic Scholar
The transient impulse response modeling method for non-parametric system identification
Per Hagg, J. Schoukens, M. Gevers, H. Hjalmarsson
2016at - Automatisierungstechnik19 citations
Semantic Scholar
ARX modeling of unstable linear systems
Miguel Galrinho, Niklas Everitt, H. Hjalmarsson
2016at - Automatisierungstechnik19 citations Open access
Semantic Scholar
Identification of nonlinear kinetics of macroscopic bio-reactions using multilinear Gaussian processes
Mingliang Wang, Riccardo Sven Risuleo, E. W. Jacobsen, Véronique Chotteau +1 more
2020Computers and Chemical Engineering15 citations Open access
Semantic Scholar
Linear prediction error methods for stochastic nonlinear models
M. Abdalmoaty, H. Hjalmarsson
2019at - Automatisierungstechnik15 citations Open access
Semantic Scholar
A sequential least squares algorithm for ARMAX dynamic network identification
Harm H. M. Weerts, Miguel Galrinho, Giulio Bottegal, H. Hjalmarsson +1 more
201814 citations Open access
Semantic Scholar
A new kernel-based approach to overparameterized Hammerstein system identification
Riccardo Sven Risuleo, Giulio Bottegal, H. Hjalmarsson
2015IEEE Conference on Decision and Control13 citations Open access
Semantic Scholar
Willems’ fundamental lemma based on second-order moments
Mina Ferizbegovic, H. Hjalmarsson, Per Mattsson, Thomas Bo Schön
2021IEEE Conference on Decision and Control11 citations
Semantic Scholar
Cost function shaping of the output error criterion
D. Eckhard, A. Bazanella, Cristian R. Rojas, H. Hjalmarsson
2017at - Automatisierungstechnik11 citations
Semantic Scholar
DeepBayes - an estimator for parameter estimation in stochastic nonlinear dynamical models
Anubhab Ghosh, M. Abdalmoaty, Saikat Chatterjee, H. Hjalmarsson
2022at - Automatisierungstechnik10 citations Open access
Semantic Scholar
Identification of Non-Linear Differential-Algebraic Equation Models with Process Disturbances
M. Abdalmoaty, Oscar Eriksson, Robert Bereza, David Broman +1 more
2021IEEE Conference on Decision and Control10 citations Open access
Semantic Scholar
Consistent identification of dynamic networks subject to white noise using Weighted Null-Space Fitting
Stefanie Fonken, Mina Ferizbegovic, H. Hjalmarsson
2020IFAC-PapersOnLine10 citations Open access
Semantic Scholar
Adaptive Input Design for LTI Systems
L. Gerencsér, H. Hjalmarsson, Li-Rong Huang
2017IEEE Transactions on Automatic Control10 citations Open access
Semantic Scholar
A simulated maximum likelihood method for estimation of stochastic Wiener systems
M. Abdalmoaty, H. Hjalmarsson
2016IEEE Conference on Decision and Control10 citations
Semantic Scholar
Advanced autonomous model-based operation of industrial process systems (Autoprofit): Technological developments and future perspectives
L. Özkan, X. Bombois, J. Ludlage, Cristian R. Rojas +5 more
2016Annual Reviews in Control9 citations
Semantic Scholar
Application of a Linear PEM Estimator to a Stochastic Wiener-Hammerstein Benchmark Problem⁎
M. Abdalmoaty, H. Hjalmarsson
20188 citations Open access
Semantic Scholar
Optimal identification experiment design for the interconnection of locally controlled systems
X. Bombois, A. Korniienko, H. Hjalmarsson, G. Scorletti
2018at - Automatisierungstechnik8 citations Open access
Semantic Scholar
Identification of modules in dynamic networks: An empirical Bayes approach
Niklas Everitt, Giulio Bottegal, Cristian R. Rojas, H. Hjalmarsson
2016IEEE Conference on Decision and Control8 citations Open access
Semantic Scholar
Bayesian kernel-based system identification with quantized output data
Giulio Bottegal, G. Pillonetto, H. Hjalmarsson
2015arXiv.org8 citations Open access
Semantic Scholar
Transformation of Regressors for Low Coherent Sparse System Identification
J. Parsa, Cristian R. Rojas, H. Hjalmarsson
2024IEEE Transactions on Automatic Control7 citations
Semantic Scholar
Non-causal regularized least-squares for continuous-time system identification with band-limited input excitations
R. A. González, Cristian R. Rojas, H. Hjalmarsson
2021IEEE Conference on Decision and Control7 citations Open access
Semantic Scholar
Identification of stochastic nonlinear models using optimal estimating functions
M. Abdalmoaty, H. Hjalmarsson
2020at - Automatisierungstechnik7 citations Open access
Semantic Scholar
A Multi-Step Least-Squares Method for Nonlinear Rational Models
Mingliang Wang, E. W. Jacobsen, Véronique Chotteau, H. Hjalmarsson
2019American Control Conference7 citations Open access
Semantic Scholar
Modeling and identification of uncertain-input systems
Riccardo Sven Risuleo, Giulio Bottegal, H. Hjalmarsson
2017at - Automatisierungstechnik7 citations Open access
Semantic Scholar
Simulated Pseudo Maximum Likelihood Identification of Nonlinear Models
M. Abdalmoaty, H. Hjalmarsson
20177 citations Open access
Semantic Scholar
Incorporating noise modeling in dynamic networks using non-parametric models
Miguel Galrinho, Niklas Everitt, H. Hjalmarsson
20177 citations Open access
Semantic Scholar
Piecewise sparse signal recovery via piecewise orthogonal matching pursuit
Ke-Zhi Li, Cristian R. Rojas, Tao Yang, H. Hjalmarsson +2 more
2016IEEE International Conference on Acoustics, Speech, and Signal Processing7 citations
Semantic Scholar
Outlier robust kernel-based system identification using ℓ1-Laplace techniques
Giulio Bottegal, H. Hjalmarsson, Alexander Aravkin, G. Pillonetto
2015IEEE Conference on Decision and Control7 citations
Semantic Scholar
On the informativity of direct identification experiments in dynamical networks
X. Bombois, Kévin Colin, P. V. D. Van den Hof, H. Hjalmarsson
2023at - Automatisierungstechnik6 citations Open access
Semantic Scholar
Estimating models with high-order noise dynamics using semi-parametric weighted null-space fitting
Miguel Galrinho, Cristian R. Rojas, H. Hjalmarsson
2017at - Automatisierungstechnik6 citations Open access
Semantic Scholar
Variance analysis of linear SIMO models with spatially correlated noise
Niklas Everitt, Giulio Bottegal, Cristian R. Rojas, H. Hjalmarsson
2015at - Automatisierungstechnik6 citations Open access
Semantic Scholar
A Multi-Time-Scale Generalization of Recursive Identification Algorithm for ARMAX Systems
Li-Rong Huang, H. Hjalmarsson
2015IEEE Transactions on Automatic Control6 citations
Semantic Scholar
Toward Tractable Global Solutions to Maximum-Likelihood Estimation Problems via Sparse Sum-of-Squares Relaxations*
Diogo Rodrigues, M. Abdalmoaty, H. Hjalmarsson
2019IEEE Conference on Decision and Control5 citations Open access
Semantic Scholar
Approximate Maximum-likelihood Identification of Linear Systems from Quantized Measurements
Riccardo Sven Risuleo, Giulio Bottegal, H. Hjalmarsson
20185 citations Open access
Semantic Scholar

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Giulio Bottegal×12
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Cristian R. Rojas×12
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M. Abdalmoaty×8
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X. Bombois×7
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Riccardo Sven Risuleo

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Miguel Galrinho×6

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Mina Ferizbegovic×4

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Christian A. Larsson×3

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G. Pillonetto×3

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