A5059289892- Wind and Air Flow Studies
- Fluid Dynamics and Vibration Analysis
- Aeolian processes and effects
- Fluid Dynamics and Turbulent Flows
- Soil erosion and sediment transport
- Hydrology and Sediment Transport Processes
- Aerodynamics and Fluid Dynamics Research
- Probabilistic and Robust Engineering Design
- Geological formations and processes
- Computational Fluid Dynamics and Aerodynamics
- Vibration and Dynamic Analysis
- Heat Transfer Mechanisms
- Cavitation Phenomena in Pumps
- Model Reduction and Neural Networks
- Soil and Unsaturated Flow
- Plant Surface Properties and Treatments
- Particle Dynamics in Fluid Flows
- Meteorological Phenomena and Simulations
- Biomimetic flight and propulsion mechanisms
- Explainable Artificial Intelligence (XAI)
- Structural Health Monitoring Techniques
- Computational Physics and Python Applications
- Tree Root and Stability Studies
- Real-time simulation and control systems
- Structural Engineering and Vibration Analysis
Polytechnic University of Turin
2006-2009
Abstract The article presents the application of inductive graph machine learning surrogate models for accurate and efficient prediction 3D flow industrial geometries, explicitly focusing here on external aerodynamics a motorsport case. final aim is to build model that can provide quick predictions, bypassing in this way unfeasible computational burden traditional fluid dynamics (CFD) simulations. We investigate contribution usage neural networks, given their ability smoothly deal with...
Background: Windblown sand mitigation for civil structures in arid environment is crucial. Indeed, the number of railways crossing deserts and lands increasing. A measures already exist. Among them, barriers are particularly intended line-like infrastructures. We reviewed patented on basis their shape porosity. Objective: new solid barrier windblown called Shield Sand presented. has been designed with aim maximizing trapping efficiency through an upper windward deflector simplifying its...
Avalanching plays a crucial role in granular materials dynamics, particular the evolution of shape leeward side sand dunes. This paper presents physically-based mathematical model capable reproducing kinematic surface piles and to obtain eventually stationary configurations, presence external sources as well. Simulation results with different boundary conditions geometries are reported order show high flexibility model. The is also validated by means comparison experimental authors.