Latest Research in Model Reduction and Neural Networks

Top Research Topics in Model Reduction and Neural Networks

• Fluid Dynamics — 9 papers
• Model Reduction and Neural Networks — 2 papers
• Particle Dynamics in Fluid Flows — 2 papers
• Fluid Dynamics and Turbulent Flows — 2 papers
• Aerodynamics and Acoustics in Jet Flows — 1 papers
• Granular flow and fluidized beds — 1 papers
• Turbomachinery Performance and Optimization — 1 papers
• Fluid dynamics and aerodynamics studies — 1 papers
• Fluid Dynamics Simulations and Interactions — 1 papers
• Fluid Dynamics and Thin Films — 1 papers

Highest-Cited Papers

1. Virtual sensing to enable real-time monitoring of inaccessible locations & unmeasurable parameters
2. Initiation of parallel twin-starting jets with temporal or spatial differences
3. Physics-informed neural networks for rapid flow field reconstruction in fluidized bed drying
4. Mean flow scaling in stably stratified temporally developing turbulent boundary layers
5. Alignment response time for non-spherical particles in turbulence
6. Thermal-flow field prediction in energy-equipment components using a physics-guided conditional diffusion framework: validation on compressor mufflers
7. Scale-dependent convection velocities of passive scalar structures in wall-bounded turbulence
8. Simulation of Dripping Faucet Chaos Based on Physics-Informed Neural Networks
9. Note on flow structure near the corner of a wedge
10. The dynamics of violent-sloshing flows: a numerical study on the genesis and lifespan of turbulent eddies
11. Nonlinear buckling of a floating fluid film
12. A Semi-Implicit Variational Multiscale Formulation for the Incompressible Navier-Stokes Equations via Exact Adjoint Linearization
13. Maintenance of a columnar vortex by inertial waves in rotational turbulence
14. Lagrangian dynamics and spatial distribution of particles in rotating turbulence
15. Elastic turbulence in straight confined geometries
16. Hypersonic Turbulent Boundary-Layer Density Fluctuations: Direct Numerical Simulation, Focused Laser Differential Interferometry
17. Super-Resolution Initialization of High-Fidelity CFD Simulations for Pebble-Bed Reactors
18. Is No-Slip Necessary for Vorticity Generation and Shedding over a Circular Cylinder?
19. Buoyancy-induced velocity dip in turbulent open Poiseuille--Rayleigh--Bénard convection
20. Geometry-native machine learning reconstruction of DSMC moment fields with support monitoring