On the public citation graph
A computationally efficient machine learning surrogate model for boundary-layer transition prediction across varying flow conditions
0 signed · 39 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1016/j.ast.2024.109880openalex-snapshot
Effect of roughness elements on receptivity of hypersonic blunt cone boundary layers
inferredcites →https://doi.org/10.1016/j.engappai.2022.105723openalex-snapshot
Adaptive neuro-fuzzy inference system based data interpolation for particle image velocimetry in fluid flow applications
inferredcites →https://doi.org/10.1016/j.engappai.2023.105948openalex-snapshot
Prediction of viscosity of MWCNT-Al 2 O 3 (20:80)/SAE40 nano-lubricant using multi-layer artificial neural network (MLP-ANN) modeling
inferredcites →https://doi.org/10.1016/j.engappai.2023.105978openalex-snapshot
Parametric unsteady flow modeling by using meta learning
inferredcites →https://doi.org/10.1016/j.engappai.2025.111159openalex-snapshot
Machine learning study for three-dimensional magnetohydrodynamics Casson fluid flow with Cattaneo-Christov heat flux using linear regression technique: Application in engineering science and technology
inferredcites →https://doi.org/10.1016/j.jcp.2018.10.045openalex-snapshot
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
inferredcites →https://doi.org/10.1016/j.paerosci.2003.11.001openalex-snapshot
Hypersonic laminar–turbulent transition on circular cones and scramjet forebodies
inferredcites →https://doi.org/10.1017/dce.2021.11openalex-snapshot
Recurrent neural network for end-to-end modeling of laminar-turbulent transition
inferredcites →https://doi.org/10.1017/jfm.2013.142openalex-snapshot
Direct numerical simulation of complete H-type and K-type transitions with implications for the dynamics of turbulent boundary layers
inferredcites →https://doi.org/10.1017/jfm.2018.815openalex-snapshot
Linear instability of Poiseuille flows with highly non-ideal fluids
inferredcites →https://doi.org/10.1017/jfm.2025.10230openalex-snapshot
Hypersonic boundary-layer receptivity to free-stream acoustic waves with thermochemical non-equilibrium effects
inferredcites →https://doi.org/10.1017/s0022112010005094openalex-snapshot
Direct numerical simulation of complete transition to turbulence via oblique breakdown at Mach 3
inferredcites →https://doi.org/10.1017/s0022112076002486openalex-snapshot
Investigation of the stability of boundary layers by a finite-difference model of the Navier—Stokes equations
inferredcites →https://doi.org/10.1017/s0022112090003585openalex-snapshot
Non-parallel stability of a flat-plate boundary layer using the complete Navier-Stokes equations
inferredcites →https://doi.org/10.1017/s0022112095003284openalex-snapshot
Direct numerical simulation of controlled transition in a flat-plate boundary layer
inferredcites →https://doi.org/10.1063/5.0008493openalex-snapshot
Improving the k–ω–γ–Ar transition model by the field inversion and machine learning framework
inferredcites →https://doi.org/10.1103/physrevfluids.5.113903openalex-snapshot
Convolutional neural network for transition modeling based on linear stability theory
inferredcites →https://doi.org/10.1146/annurev-fluid-010313-141253openalex-snapshot
Adjoint Equations in Stability Analysis
inferredcites →https://doi.org/10.1146/annurev-fluid-042320-100458openalex-snapshot
Layering, Instabilities, and Mixing in Turbulent Stratified Flows
inferredcites →https://doi.org/10.1146/annurev-fluid-120710-101208openalex-snapshot
Direct Numerical Simulation on the Receptivity, Instability, and Transition of Hypersonic Boundary Layers
inferredcites →https://doi.org/10.1146/annurev-fluid-120720-021813openalex-snapshot
New Insights into Turbulent Spots
inferredcites →https://doi.org/10.1146/annurev-fluid-122109-160750openalex-snapshot
Transition and Stability of High-Speed Boundary Layers
inferredcites →https://doi.org/10.1146/annurev.fluid.34.082701.161921openalex-snapshot
B OUNDARY -L AYER R ECEPTIVITY TO F REESTREAM D ISTURBANCES
inferredcites →https://doi.org/10.1146/annurev.fluid.38.050304.092041openalex-snapshot
CRITICAL HYPERSONIC AEROTHERMODYNAMIC PHENOMENA
inferredcites →https://doi.org/10.21236/ada623564openalex-snapshot
HIFiRE-5 Boundary Layer Transition and HIFiRE-1 Shock Boundary Layer Interaction
inferredcites →https://doi.org/10.2514/1.30047openalex-snapshot
Influence of Laminar Boundary-Layer Transition on Entry Vehicle Designs
inferredcites →https://doi.org/10.2514/1.31134openalex-snapshot
Hypersonic Boundary-Layer Transition: Application to High-Speed Vehicle Design
inferredcites →https://doi.org/10.2514/1.34489openalex-snapshot
Development of Hypersonic Quiet Tunnels
inferredcites →https://doi.org/10.2514/1.a34290openalex-snapshot
Characterization of Freestream Disturbances in Conventional Hypersonic Wind Tunnels
inferredcites →https://doi.org/10.2514/1.j058816openalex-snapshot
Receptivity of a Hypersonic Blunt Cone: Role of Disturbances in Entropy Layer
inferredcites →https://doi.org/10.2514/2.1850openalex-snapshot
Transition Prediction for Three-Dimensional Boundary Layers in Computational Fluid Dynamics Applications
inferredcites →https://doi.org/10.2514/3.10349openalex-snapshot
Numerical investigation of the three-dimensional development in boundary-layer transition
inferredcites →https://doi.org/10.2514/6.1997-559openalex-snapshot
Neural network estimation of disturbance growth using a linear stability numerical model
inferredcites →https://doi.org/10.2514/6.2013-231openalex-snapshot
Extensible Rapid Transition Prediction for Aircraft Conceptual Design Using Modal Decomposition
inferredcites →https://doi.org/10.2514/6.2015-1284openalex-snapshot
New Approaches in Turbulence and Transition Modeling Using Data-driven Techniques
inferredcites →https://doi.org/10.2514/6.2018-3697openalex-snapshot
Reduced model for transition prediction in hypersonic flows
inferredcites →https://doi.org/10.2514/6.2018-3701openalex-snapshot
Laminar to turbulent transition prediction in hypersonic flows with metamodels.
inferredcites →https://doi.org/10.2514/6.2023-4005openalex-snapshot
Natural Transition in High-Speed Boundary-Layer Flow – an overview
inferredcites →https://doi.org/10.2514/6.2024-4278openalex-snapshot
Boundary Layer Receptivity to Free-Stream Turbulence and Discrete Roughness Elements
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.