Instability-wave prediction in hypersonic boundary layers with physics-informed neural operators.

Olaf Marxen

Yue Hao Patricio Clark Di Leoni Olaf Marxen Charles Meneveau George Em Karniadakis Tamer A. Zaki Instability-wave prediction in hypersonic boundary layers with physics-informed neural operators. 102120 2023 November 73 J. Comput. Sci. https://doi.org/10.1016/j.jocs.2023.102120 db/journals/jocs/jocs73.html#HaoLMMKZ23

Zhiping Mao Lu Lu 0010 Olaf Marxen Tamer A. Zaki George Em Karniadakis DeepM&Mnet for hypersonics: Predicting the coupled flow and finite-rate chemistry behind a normal shock using neural-network approximation of operators. 110698 2021 447 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2021.110698 db/journals/jcphy/jcphy447.html#MaoLMZK21

Olaf Marxen Thierry E. Magin Eric S. G. Shaqfeh Gianluca Iaccarino A method for the direct numerical simulation of hypersonic boundary-layer instability with finite-rate chemistry. 572-589 2013 255 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2013.07.029 db/journals/jcphy/jcphy255.html#MarxenMSI13

Sunil R. Tiyyagura Panagiotis A. Adamidis Rolf Rabenseifner Peter Lammers Stefan Borowski Felix Lippold F. Svensson Olaf Marxen Stefan Haberhauer Ari P. Seitsonen J. Furthmüller Katharina Benkert Martin Galle Thomas Bönisch Uwe Küster Michael M. Resch Teraflops Sustained Performance With Real World Applications. 131-148 2008 22 Int. J. High Perform. Comput. Appl. 2 https://doi.org/10.1177/1094342007085017 db/journals/ijhpca/ijhpca22.html#TiyyaguraARLBLSMHSFBGBKR08

Olaf Marxen Ulrich Rist Direct Numerical Simulation of Non-Linear Transitional Stages in an Experimentally Investigated Laminar Separation Bubble. 103-117 2006 High Performance Computing in Science and Engineering https://doi.org/10.1007/3-540-29064-8_8 books/sp/06/NJR2006 db/books/collections/NJR2006.html#MarxenR06 Panagiotis A. Adamidis Katharina Benkert Thomas Bönisch Stefan Borowski J. Furthmüller Martin Galle Stefan Haberhauer Yue Hao Gianluca Iaccarino George Em Karniadakis Uwe Küster Peter Lammers Patricio Clark Di Leoni Felix Lippold Lu Lu 0010 Thierry E. Magin Zhiping Mao Charles Meneveau Rolf Rabenseifner Michael M. Resch Ulrich Rist Ari P. Seitsonen Eric S. G. Shaqfeh F. Svensson Sunil R. Tiyyagura Tamer A. Zaki