Lennart Ljung is affiliated with Linköping University in Sweden and has made contributions primarily in the fields of engineering and computer science. Their research focuses notably on control and systems engineering, artificial intelligence, civil and structural engineering, applied mathematics, and statistics, probability, and uncertainty.
The scientist's work spans several key topics, including control systems and identification, fault detection and control systems, structural health monitoring techniques, statistical and numerical algorithms, probabilistic and robust engineering design, statistical methods and inference, and neural networks and applications.
Among their recent papers are:
Ljung has collaborated frequently with other researchers in the field, including Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Biqiang Mu, and Gianluigi Pillonetto.
Their publications have appeared regularly in venues such as IFAC-PapersOnLine, arXiv (Cornell University), International Journal of Adaptive Control and Signal Processing, Automatica, and IEEE Transactions on Automatic Control.
In addition to journal articles, Ljung has contributed to book publications, including "Regularized System Identification" published in 2022 under the Communications and Control Engineering series.
The scientist has been recognized with several awards, including:
Lennart Ljung
Lennart Ljung;Torsten Söderström
Jonas Sjöberg;Qinghua Zhang;Lennart Ljung;Albert Benveniste
L. Ljung
L. Ljung
Lennart Ljung;Torkel Glad
Urban Forssell;Lennart Ljung
K. J. Åström;U. Borisson;L. Ljung;B. Wittenmark
Gianluigi Pillonetto;Francesco Dinuzzo;Tianshi Chen;Giuseppe De Nicolao
Lennart Ljung;Torkel Glad
Lennart Ljung
I. Gustavsson;L. Ljung;T. Söderström
T. McKelvey;H. Akcay;L. Ljung
L. Ljung
Lennart Ljung
Anatoli Juditsky;Håkan Hjalmarsson;Albert Benveniste;Bernard Delyon
L. Ljung
Jacob Roll;Alberto Bemporad;Lennart Ljung
Lennart Ljung
Tianshi Chen;Henrik Ohlsson;Lennart Ljung
D. Falconer;L. Ljung
Anna Hagenblad;Lennart Ljung;Adrian George Wills
Lennart Ljung;Martin Morf;David Falconer
Torkel Glad;Lennart Ljung
Lennart Ljung
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