Statistical mechanics of dynamical system identification by Andrei A. Klishin, Joseph Bakarji, J. Nathan Kutz, Krithika Manohar

“…Recovering dynamical equations from observed noisy data is the central challenge of system identification. We develop a statistical mechanics approach to analyze sparse equation discovery algorithms, which typically balance data fit and parsimony via hyperparameter tuning. …”
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GENETIC PROGRAMMING METHOD FOR CONTROL SYSTEMS IDENTIFICATION by Askhat I. Diveyev, Elena A. Sofronova

Subjects: “…control systems identification…”
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Bilinear System Identification Using Subspace Method by Baghdad Science Journal

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Stability Analysis of Neural Networks-Based System Identification by Talel Korkobi, Mohamed Djemel, Mohamed Chtourou

“…This paper treats some problems related to nonlinear systems identification. A stability analysis neural network model for identifying nonlinear dynamic systems is presented. …”
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Exploration and Innovation in Static System Identification through Hysteresis by Bakhtiyar A. Khudayarov, Nigora M. Safarbayeva, Fozilzhon Turaev, Kudrat Sh. Ruzmetov

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Blind Bilinear Approach for Nonlinear-Based System Identification by Abdulmajid Lawal, Karim Abed-Meraim, Azzedine Zerguine, Ali Muqaibel

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Review on System Identification, Control, and Optimization Based on Artificial Intelligence by Pan Yu, Hui Wan, Bozhi Zhang, Qiang Wu, Bohao Zhao, Chen Xu, Shangbin Yang

“…Control engineering plays an indispensable role in enhancing safety, improving comfort, and reducing fuel consumption and emissions for various industries, for which system identification, control, and optimization are primary topics. …”
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System Identification and Navigation of an Underactuated Underwater Vehicle Based on LSTM by Changhao Li, Zetao Hu, Desheng Zhang, Xin Wang

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System Identification Methods for Dynamic Testing of Fluid-Film Bearings by Jerzy T. Sawicki, Maurice L. Adams, Russell J. Capaldi

Subjects: “…System Identification…”
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Cyclic Reformulation-Based System Identification for Periodically Time-Varying Systems by Hiroshi Okajima, Yusuke Fujimoto, Hiroshi Oku, Haruto Kondo

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Double array system identification research based on LSTM neural network by Chunhua Gao, Mingyang Wang, Yifei Sima, Zihan Yuan

Subjects: “…system identification…”
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Data-Driven Photovoltaic System Modeling Based on Nonlinear System Identification by Ayedh Alqahtani, Mohammad Alsaffar, Mohamed El-Sayed, Bader Alajmi

“…As the merging of PV systems with existing power sources increases, reliable and accurate PV system identification is essential, to address the highly nonlinear change in PV system dynamic and operational characteristics. …”
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A quantitative analysis of Koopman operator methods for system identification and predictions by Zhang, Christophe, Zuazua, Enrique

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Systemic Identification of Hevea brasiliensis EST-SSR Markers and Primer Screening by Benjun Hou, Suping Feng, Yaoting Wu

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Nonlinear System Identification of Folding Fins with Freeplay Using Direct Parameter Estimation by Zhi-Sai Ma, Bo Wang, Xin Zhang, Qian Ding

“…The problem of nonlinear system identification of folding fins with freeplay is considered in this paper. …”
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System Identification Based Proxy Model of a Reservoir under Water Injection by Berihun M. Negash, Lemma D. Tufa, M. Ramasamy, Mariyamni Bt. Awang

“…In this paper, a system identification based proxy model that requires only a single simulation run and a properly designed excitation signal was proposed and evaluated using a benchmark case study. …”
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System Identification Using Multilayer Differential Neural Networks: A New Result by J. Humberto Pérez-Cruz, A. Y. Alanis, José de Jesús Rubio, Jaime Pacheco

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Water-exit dynamics and system identification for a hybrid aerial underwater vehicle by Zhitong Li, Wanting Zhang, Xincheng Huang, Xiufen Ye, Yunsai Chen, Qinghua Jiang

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Dynamic Control of Sodium Cold Trap Purification Temperature Using LSTM System Identification by Rita Appiah, Alexander Heifetz, Derek Kultgen, Lefteri H. Tsoukalas, Richard B. Vilim

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Iterative System Identification and Controller Design with an LMI-Based Framework: Windsurfer-Like Approach by Kazuhiko Hiramoto

“…An LMI-based method for the integrated system identification and controller design is proposed in the paper. …”
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