DeepM&Mnet for hypersonics: Predicting the coupled flow and finite-rate chemistry behind a normal shock using neural-network approximation of operators

Observation-infused simulations of high-speed boundary-layer transition

(2021) David A. Buchta et al.   JOURNAL OF FLUID MECHANICS

Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations

(2020) Maziar Raissi et al.   SCIENCE

Spatial reconstruction of steady scalar sources from remote measurements in turbulent flow

(2019) Qi Wang et al.   JOURNAL OF FLUID MECHANICS

Nonlinearly most dangerous disturbance for high-speed boundary-layer transition

(2019) Reza Jahanbakhshi et al.   JOURNAL OF FLUID MECHANICS

Parabolized stability analysis of chemically reacting boundary-layer flows in equilibrium conditions

(2019) Ludovico Zanus et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING

Discrete adjoint of fractional-step incompressible Navier-Stokes solver in curvilinear coordinates and application to data assimilation

(2019) Mengze Wang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Physics-informed neural networks for high-speed flows

(2019) Zhiping Mao et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Kriging-enhanced ensemble variational data assimilation for scalar-source identification in turbulent environments

(2019) Vincent Mons et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Sensitivity of high-speed boundary-layer stability to base-flow distortion

(2018) J. Park et al.   JOURNAL OF FLUID MECHANICS

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

(2018) M. Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Low-Frequency Unsteadiness of Shock Wave/Turbulent Boundary Layer Interactions

(2014) Noel T. Clemens et al.   Annual Review of Fluid Mechanics

A method for the direct numerical simulation of hypersonic boundary-layer instability with finite-rate chemistry

(2013) Olaf Marxen et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Three-dimensional boundary conditions for numerical simulations of reactive compressible flows with complex thermochemistry

(2012) Axel Coussement et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Transition and Stability of High-Speed Boundary Layers

(2011) Alexander Fedorov   Annual Review of Fluid Mechanics

High-order shock-fitting methods for direct numerical simulation of hypersonic flow with chemical and thermal nonequilibrium

(2011) A. Prakash et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A high-order numerical method to study hypersonic boundary-layer instability including high-temperature gas effects

(2011) Olaf Marxen et al.   PHYSICS OF FLUIDS

Construction of low dissipative high-order well-balanced filter schemes for non-equilibrium flows

(2010) Wei Wang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Positivity-preserving high order discontinuous Galerkin schemes for compressible Euler equations with source terms

(2010) Xiangxiong Zhang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Procedure to Validate Direct Numerical Simulations of Wall-Bounded Turbulence Including Finite-Rate Reactions

(2008) Lian Duan et al.   AIAA JOURNAL

Verification of a fluid-dynamics solver using correlations with linear stability results

(2008) G. Matheou et al.   JOURNAL OF COMPUTATIONAL PHYSICS