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Modeling and computation in vibration problems. Volume 2, Soft computing and uncertainty / edited by S. Chakraverty, F. Tornabene, J.N. Reddy.

Contributor(s): Chakraverty, Snehashish [editor.] | Tornabene, F [editor.] | Reddy, J. N. (Junuthula Narasimha), 1945- [editor.] | Institute of Physics (Great Britain) [publisher.].
Material type: materialTypeLabelBookSeries: IOP (Series)Release 21: ; IOP ebooks2021 collection: Publisher: Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : IOP Publishing, [2021]Description: 1 online resource (various pagings) : illustrations (some color).Content type: text Media type: electronic Carrier type: online resourceISBN: 9780750334877; 9780750334860.Other title: Soft computing and uncertainty.Subject(s): Vibration -- Mathematical models | Vibration -- Computer simulation | Wave mechanics (vibration & acoustics) | Classical physicsAdditional physical formats: Print version:: No titleDDC classification: 620.3015118 Online resources: Click here to access online Also available in print.
Contents:
1. Deep learning for solution and inversion of structural mechanics and vibrations / Ehsan Haghighat, Ali Can Bekar, Erdogan Madenci and Ruben Juanes -- 2. Artificial neural network based technique for solving nonlinear eigenvalue problems of structural dynamics with fuzzy parameters / S.K. Jeswal -- 3. Multilayer unsupervised symplectic artificial neural network model for solving Duffing and Van der Pol-Duffing oscillator equations arising in engineering problems / Arup Kumar Sahoo and S. Chakraverty -- 4. Estimation of structural parameters using Chebyshev neural network model / Deepti Moyi Sahoo and Snehashish Chakraverty -- 5. Inverse problems in vehicle-bridge interaction dynamics with application to bridge health monitoring / O.A. Shereena, C.G. Krishnanunni, G. Sai Kumar and B.N. Rao -- 6. Hybrid computational methods in vibration problems / Fiorenzo A. Fazzolari and Puxue Tan -- 7. Vibration analysis of structures with uncertain parameters--an interval finite element approach / M.V. Rama Rao and Andrew Pownuk -- 8. Vibrations of functionally graded structure with material uncertainties / Subrat Kumar Jena -- 9. A new triple parametric approach to solve type-2 fuzzy structural problems with uncertain parameters in terms of interval type-2 trapezoidal fuzzy numbers / S. Rout -- 10. Non-linear dynamic problems with uncertainty in type-2 fuzzy environment / D. Mohapatra and S. Chakraverty -- 11. Semi-analytical methods for solving Ito stochastic models on the notion of Karhunen-Lo�eve Brownian motion transform / Opeyemi Ogundile and Sunday Edeki -- 12. Arbitrary order vibration equation of large membranes with uncertainty / Rajarama Mohan Jena -- 13. Fractional derivatives : a numerical insight into flow problems involving second grade fluid under fuzzy environment / Gourangajit Borah, Palash Dutta and G.C. Hazarika -- 14. Successive approximation method based on uncertain dynamic responses of a fractionally damped beam / Smita Tapaswini and Diptiranjan Behera -- 15. Vibration of a cantilever beam immersed in a fluid with uncertain parameters / U. Biswal, S. Chakraverty and B.K. Ojha.
Abstract: Vibration problems are commonly encountered in a wide range of scientific and technological domains. Covering the most recent computational and theoretical trends in the field, these books provide a state-of-the-art treatment of different mathematical theories of vibration, numerical simulations, machine intelligence techniques and physical experiments with computational investigations, as well as their various engineering, biological and science applications.
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"Version: 202112"--Title page verso.

Includes bibliographical references.

1. Deep learning for solution and inversion of structural mechanics and vibrations / Ehsan Haghighat, Ali Can Bekar, Erdogan Madenci and Ruben Juanes -- 2. Artificial neural network based technique for solving nonlinear eigenvalue problems of structural dynamics with fuzzy parameters / S.K. Jeswal -- 3. Multilayer unsupervised symplectic artificial neural network model for solving Duffing and Van der Pol-Duffing oscillator equations arising in engineering problems / Arup Kumar Sahoo and S. Chakraverty -- 4. Estimation of structural parameters using Chebyshev neural network model / Deepti Moyi Sahoo and Snehashish Chakraverty -- 5. Inverse problems in vehicle-bridge interaction dynamics with application to bridge health monitoring / O.A. Shereena, C.G. Krishnanunni, G. Sai Kumar and B.N. Rao -- 6. Hybrid computational methods in vibration problems / Fiorenzo A. Fazzolari and Puxue Tan -- 7. Vibration analysis of structures with uncertain parameters--an interval finite element approach / M.V. Rama Rao and Andrew Pownuk -- 8. Vibrations of functionally graded structure with material uncertainties / Subrat Kumar Jena -- 9. A new triple parametric approach to solve type-2 fuzzy structural problems with uncertain parameters in terms of interval type-2 trapezoidal fuzzy numbers / S. Rout -- 10. Non-linear dynamic problems with uncertainty in type-2 fuzzy environment / D. Mohapatra and S. Chakraverty -- 11. Semi-analytical methods for solving Ito stochastic models on the notion of Karhunen-Lo�eve Brownian motion transform / Opeyemi Ogundile and Sunday Edeki -- 12. Arbitrary order vibration equation of large membranes with uncertainty / Rajarama Mohan Jena -- 13. Fractional derivatives : a numerical insight into flow problems involving second grade fluid under fuzzy environment / Gourangajit Borah, Palash Dutta and G.C. Hazarika -- 14. Successive approximation method based on uncertain dynamic responses of a fractionally damped beam / Smita Tapaswini and Diptiranjan Behera -- 15. Vibration of a cantilever beam immersed in a fluid with uncertain parameters / U. Biswal, S. Chakraverty and B.K. Ojha.

Vibration problems are commonly encountered in a wide range of scientific and technological domains. Covering the most recent computational and theoretical trends in the field, these books provide a state-of-the-art treatment of different mathematical theories of vibration, numerical simulations, machine intelligence techniques and physical experiments with computational investigations, as well as their various engineering, biological and science applications.

Academics, practitioners and consultants in the areas of science and engineering related to vibration problems.

Also available in print.

Mode of access: World Wide Web.

System requirements: Adobe Acrobat Reader, EPUB reader, or Kindle reader.

Professor S. Chakraverty has 30 years of experience as a researcher and teacher. Presently he is working in the Department of Mathematics (Applied Mathematics Group), National Institute of Technology Rourkela, Odisha as a Senior (Higher Administrative Grade) Professor.Francesco Tornabene is an Assistant Professor and Lecturer at the School of Engineering, Department of Innovation Engineering, University of Salento. Dr. Reddy, the O'Donnell Foundation Chair IV Professor in J. Mike Walker '66 Department of Mechanical Engineering at Texas A&M University, is a highly-cited researcher, author of a large number of journal papers and 24 books (several with second, third, and fourth editions) on energy principles, variational methods, plates and shells, composite materials, mechanics of solids, and the finite element method (linear and nonlinear) and its applications.

Title from PDF title page (viewed on January 18, 2022).

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