Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Aditya Ghantasala"'
Autor:
Rishith E. Meethal, Anoop Kodakkal, Mohamed Khalil, Aditya Ghantasala, Birgit Obst, Kai-Uwe Bletzinger, Roland Wüchner
Publikováno v:
Advanced Modeling and Simulation in Engineering Sciences, Vol 10, Iss 1, Pp 1-23 (2023)
Abstract We introduce a novel hybrid methodology that combines classical finite element methods (FEM) with neural networks to create a well-performing and generalizable surrogate model for forward and inverse problems. The residual from finite elemen
Externí odkaz:
https://doaj.org/article/22dd9c53df344dc98c91e8653652d31c
Autor:
Rishith E. Meethal, Anoop Kodakkal, Mohamed Khalil, Aditya Ghantasala, Birgit Obst, Kai-Uwe Bletzinger, Roland Wüchner
We introduce a novel hybrid methodology that combines classical finite element methods (FEM) with neural networks to create a well-performing and generalizable surrogate model for forward and inverse problems. The residual from finite element methods
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9ff7025af7baa815e48f350253dd7e92
https://doi.org/10.21203/rs.3.rs-1782195/v1
https://doi.org/10.21203/rs.3.rs-1782195/v1
Autor:
Reza Najian Asl, Ihar Antonau, Roland Wüchner, Kai-Uwe Bletzinger, Aditya Ghantasala, Wulf G. Dettmer
Publikováno v:
Optimization Methods and Software. 37:546-576
This work presents a partitioned solution procedure to compute shape gradients in fluid-structure interaction (FSI) using black-box adjoint solvers. Special attention is paid to project the gradients onto the undeformed configuration. This is due to
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::07d79e4107a182cfe4c965523ee6eebf
https://doi.org/10.1080/10556788.2020.1806275
https://doi.org/10.1080/10556788.2020.1806275
Realization of a Framework for Simulation-Based Large-Scale Shape Optimization Using Vertex Morphing
Autor:
Armin Geiser, Kai-Uwe Bletzinger, Efthymios Papoutsis, Reza Najian Asl, Andrew Brodie, Aditya Ghantasala
There is a significant tendency in the industry for automation of the engineering design process. This requires the capability of analyzing an existing design and proposing or ideally generating an optimal design using numerical optimization. In this
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::406c99ead9194ce098516bafbdd78944
https://mediatum.ub.tum.de/1633679
https://mediatum.ub.tum.de/1633679
Autor:
Mohamed Sayed, Th. Lutz, Roland Wüchner, Kai-Uwe Bletzinger, Sh. Shayegan, Aditya Ghantasala, Ewald Krämer
Publikováno v:
Journal of Physics: Conference Series. 753:042009
The aeroelastic response of large multi-megawatt slender horizontal-axis wind turbine blades is investigated by means of a time-accurate CFD-CSD coupling approach. A loose coupling approach is implemented and used to perform the simulations. The bloc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5e858c44e12075dfd4ee940e219d9a7a
https://doi.org/10.1088/1742-6596/753/4/042009
https://doi.org/10.1088/1742-6596/753/4/042009