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Inverse Problems in Science and Engineering Volume 20, 2012 - Issue 5: Selected papers from the 7th International Conference on Inverse Problems in Engineering – ICIPE 2011, 4–6 May 2011, Orlando, FL, USA
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Original Articles

An inverse POD-RBF network approach to parameter estimation in mechanics

Craig A. RogersDepartment of Mechanical, Materials and Aerospace, University of Central Florida, Orlando, FL, USA
,
Alain J. KassabDepartment of Mechanical, Materials and Aerospace, University of Central Florida, Orlando, FL, USA
,
Eduardo A. DivoDepartment of Mechanical, Materials and Aerospace, University of Central Florida, Orlando, FL, USA;School of Engineering Technology, Daytona State College, Daytona Beach, FL, USA
,
Ziemowit OstrowskiFaculty of Power and Environmental Protection, Institute of Thermal Technology, Silesian University of Technology, Gliwice, Poland
&
Ryszard A. BialeckiFaculty of Power and Environmental Protection, Institute of Thermal Technology, Silesian University of Technology, Gliwice, Poland
Pages 749-767 | Received 08 May 2012, Accepted 09 May 2012, Published online: 20 Jun 2012

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Bonchan Koo, Hyunsoo Kim, Taehyun Jo, Sangwoo Kim & Joon Yong Yoon. (2021) Proper orthogonal decomposition–Galerkin projection method for quasi-two-dimensional laminar hydraulic transient flow. Journal of Hydraulic Research 59:2, pages 224-234.
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Yu Liang, Xiao-Wei Gao, Bing-Bing Xu, Miao Cui & Bao-Jing Zheng. (2021) A reduced-order modelling for real-time identification of damages in multi-layered composite materials. Inverse Problems in Science and Engineering 29:1, pages 73-94.
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Zixi Guo, Yiyu Chen, Xiang Zhou & Fanhua Zeng. (2020) Inversing fracture parameters using early-time production data for fractured wells. Inverse Problems in Science and Engineering 28:5, pages 674-694.
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Salah U. Hamim & Raman P. Singh. (2017) Taguchi-based design of experiments in training POD-RBF surrogate model for inverse material modelling using nanoindentation. Inverse Problems in Science and Engineering 25:3, pages 363-381.
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Haojie Lian, Zhongwang Wang, Haowen Hu, Shengze Li, Xuan Peng & Leilei Chen. (2021) Monte Carlo Simulation of Fractures Using Isogeometric Boundary Element Methods Based on POD-RBF. Computer Modeling in Engineering & Sciences 128:1, pages 1-20.
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Cang He, Fang Zhang & Jinhui Jiang. (2020) Adaptive Boundary Control of Flexible Manipulators with Parameter Uncertainty Based on RBF Neural Network. Shock and Vibration 2020, pages 1-13.
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Xuping Xie, Guannan Zhang & Clayton G. Webster. (2019) Non-Intrusive Inference Reduced Order Model for Fluids Using Deep Multistep Neural Network. Mathematics 7:8, pages 757.
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Bonchan Koo, Taehyun Jo & Dohyung Lee. (2019) Modified inferential POD/ML for data-driven inverse procedure of steam reformer for 5-kW HT-PEMFC. Computers & Chemical Engineering 121, pages 375-387.
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Salah U. Hamim & Raman P. Singh. (2017) Proper Orthogonal Decomposition–Radial Basis Function Surrogate Model-Based Inverse Analysis for Identifying Nonlinear Burgers Model Parameters From Nanoindentation Data. Journal of Engineering Materials and Technology 139:4.
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B Benaissa, M Köppen, M Abdel Wahab & S Khatir. (2017) Application of proper orthogonal decomposition and radial basis functions for crack size estimation using particle swarm optimization. Journal of Physics: Conference Series 842, pages 012014.
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Victor Huayamave, Andres Ceballos, Carolina Barriento, Hubert Seigneur, Stephen Barkaszi, Eduardo Divo & Alain Kassab. (2017) RBF-trained POD-accelerated CFD analysis of wind loads on PV systems. International Journal of Numerical Methods for Heat & Fluid Flow 27:3, pages 660-673.
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Salah U. Hamim & Raman P. Singh. 2017. Residual Stress, Thermomechanics & Infrared Imaging, Hybrid Techniques and Inverse Problems, Volume 9. Residual Stress, Thermomechanics & Infrared Imaging, Hybrid Techniques and Inverse Problems, Volume 9 141 150 .
Brahim Benaissa, Nourredine Aït Hocine, Idir Belaidi, Abderrachid Hamrani & Valeria Pettarin. (2016) Crack identification using model reduction based on proper orthogonal decomposition coupled with radial basis functions. Structural and Multidisciplinary Optimization 54:2, pages 265-274.
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Luo Jia-Qi, Duan Yan-Hui & Xia Zhen-Hua. (2016) Transonic flow reconstruction by an adaptive proper orthogonal decomposition hybrid model. Acta Physica Sinica 65:12, pages 124702.
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