Publications

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A
Antonelo EA, Camponogara E, Seman LOriel, de Souza ERehbein, Jordanou JPanaioti, Hübner JFred.  2024.  Physics-Informed Neural Nets for Control of Dynamical Systems. Neurocomputing. 579 (1014.48 KB)
F
Fan Y, Nowaczyk S, Rögnvaldsson T, Antonelo EA.  2016.  Predicting Air Compressor Failures with Echo State Networks. Third European Conference of the Prognostics and Health Management Society 2016, Bilbao, Spain, 5-8 July, 2016.  (3.81 MB)
K
Kittelsen JEkeland, Antonelo EAislan, Camponogara E, Imsland LStruen.  Submitted.  Physics-Informed Neural Networks with Skip Connections for Modeling and Control of Gas-Lifted Oil Wells.
P
Petrazzini IGB, Antonelo EA.  2021.  Proximal Policy Optimization with Continuous Bounded Action Space via the Beta Distribution. 2021 IEEE Symposium Series on Computational Intelligence (SSCI). :1-8. (473.16 KB)
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