Solving inverse heat conduction problems using trained POD-RBF network inverse method
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Publication:3523671
DOI10.1080/17415970701198290zbMath1158.35433OpenAlexW2071727598MaRDI QIDQ3523671
Ziemowit Ostrowski, Alain J. Kassab, Ryszard A. Bialecki
Publication date: 5 September 2008
Published in: Inverse Problems in Science and Engineering (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/17415970701198290
Inverse problems for PDEs (35R30) Numerical methods for inverse problems for boundary value problems involving PDEs (65N21) Inverse problems in thermodynamics and heat transfer (80A23)
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Cites Work
- Unnamed Item
- Theory and applications of the multiquadric-biharmonic method. 20 years of discovery 1968-1988
- Estimation of constant thermal conductivity by use of proper orthogonal decomposition
- A note on equivalence of proper orthogonal decomposition methods
- PROPER ORTHOGONAL DECOMPOSITION AND ITS APPLICATIONS—PART I: THEORY
- Radial Basis Functions
- Proper orthogonal decomposition and modal analysis for acceleration of transient FEM thermal analysis
- Modeling and control of physical processes using proper orthogonal decomposition
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