Latest Research in Model Reduction and Neural Networks

Top Research Topics in Model Reduction and Neural Networks

• Fluid Dynamics — 6 papers
• Model Reduction and Neural Networks — 2 papers
• Instrumentation and Methods for Astrophysics — 1 papers
• Analysis of PDEs — 1 papers
• Innovations in Concrete and Construction Materials — 1 papers
• Numerical Analysis — 1 papers
• High-Velocity Impact and Material Behavior — 1 papers
• Energetic Materials and Combustion — 1 papers
• Erosion and Abrasive Machining — 1 papers
• Plasma Physics — 1 papers

Highest-Cited Papers

1. Disentangling 3D Magnetic Field Geometry from Turbulence: A Polarization-Based Classification Method
2. The shallow--water limit of linear water waves over a discontinuous bottom
3. Embracing Flow Unsteadiness: A High-Throughput Learning Platform Enables Vortex-Exploiting Bioinspired Propulsion
4. In-situ 3D Concrete Printing of a Vaulted Ceiling Using a Mobile Robot
5. A learning-based joint flow and kinematic state estimation for bodies in highly disturbed flows
6. Surface gravity wave-mean flow interaction with comparable spatial scales. Part I: reduced wave equations
7. Dynamic Reduced-Order Data Assimilation from Sparse Velocity Measurements
8. ONE CYLinder: A Benchmark for Graph-Based Surrogate Modeling of Unsteady Bluff-Body Flows
9. Transferable reduced order modeling of physical systems via a dilated vector quantized variational autoencoder
10. Unveiling wing turbulence dynamics through explainable deep learning
11. Machine‐Learning Enhanced Parametric Reynolds‐Averaged Navier‐Stokes Equations at the Full‐ and Reduced‐Order Levels
12. Regularity-informed data assimilation: A hierarchical Bayesian approach to ensemble Kalman filtering for hyperbolic conservation laws
13. Impact resistance and encapsulating protection performance of epoxy resin based composite materials in embedded measurement instrument
14. Impact energy release and damage effect of fluoropolymer-based reactive projectile against low–slow–small drone
15. A Strain-Data-Driven Factor-Wise Inverse Identification Approach for Blown-Sand Erosion Parameters of GFRP Strips
16. Reinforcement-learning control of turbulence transition in the modified Hasegawa-Wakatani system