Latest Research in Model Reduction and Neural Networks

Top Research Topics in Model Reduction and Neural Networks

• Fluid Dynamics and Vibration Analysis — 6 papers
• Model Reduction and Neural Networks — 3 papers
• Machine Learning — 2 papers
• Fluid Dynamics and Turbulent Flows — 2 papers
• Fluid Dynamics — 2 papers
• Irrigation Practices and Water Management — 1 papers
• Lattice Boltzmann Simulation Studies — 1 papers
• Numerical methods in engineering — 1 papers
• Biomimetic flight and propulsion mechanisms — 1 papers
• Aerospace Engineering and Energy Systems — 1 papers

Highest-Cited Papers

1. Feynman Sprinkler: Eppur si muove
2. Steady-blowing jet control of a finite-length square cylinder at high reynolds number: Turbulence characteristics and DRL-based adaptive drag reduction
3. A fast prediction approach for airfoil flow field based on the deep neural network framework
4. Shock–vortex interaction in transonic flow around a circular cylinder
5. Lattice Boltzmann method based investigation of flow regime transitions and aerodynamic force modulation in tandem square cylinders with oscillatory inflow
6. Phase-field analysis of fracture in casing–cement–rock wellbore systems: Effects of casing eccentricity and cement–rock interface strength
7. POD-LSTM based rapid prediction of water-exit forces on a NACA 4412 hydrofoil
8. High-fidelity computational fluid dynamics driven by exploratory active incremental learning: Characterizing oscillating cylinders from subcritical to critical Reynolds numbers
9. Influences of the super pressure balloon design parameters on the floating performance
10. Prediction of the unsteady compressor performance by using time and frequency domain methods
11. Enhancing the Spalart–Allmaras Model for Transonic Airfoils Using Field Inversion/Machine Learning
12. Neural Field Ensembles for Aerodynamic Surface Prediction: Winning Solution to the ONERA CRM Wall Distribution 2025 Challenge
13. Experimental and analytical investigation of a vented flexible airbag for marine collision protection under localized low-velocity impact
14. Accelerating hydrofoil optimization via U-Net surrogate coupled with the adjoint method
15. Three-dimensional analysis of a single-step cylinder wake via stereoscopic particle image velocimetry
16. Intrusive and Non-Intrusive Model Order Reduction for Airborne Contaminant Transport: Comparative Analysis and Uncertainty Quantification
17. Leakage and rotordynamic characteristics of the bionic fish-scale-like hole-pattern damping seal
18. Surface heating effects on attachment-line transition and relaminarisation
19. A Two-Stage, Model-Based Reinforcement Learning Approach for Active Flow Control of Bluff Body Wakes
20. A Fully Parallel Dual-Grid Immersed-Boundary Framework for Flow-Induced Sound from Complex Moving and Deforming Bodies