A physically consistent AI-based SPH emulator for computational fluid dynamics

• Published in: Nonlinear engineering Vol. 13; no. 1; pp. 116 - 38
• Main Authors: Amato, Eleonora, Zago, Vito, Del Negro, Ciro
• Format: Journal Article
• Language: English
• Published: Berlin De Gruyter 02.02.2024; Walter de Gruyter GmbH
• Subjects: ANN; Artificial intelligence; Artificial neural networks; CFD; Computational fluid dynamics; emulator; Emulators; Fluid dynamics; Free surfaces; machine learning; Numerical methods; Smooth particle hydrodynamics; SPH; Weather forecasting

The integration of artificial intelligence (AI) into computational fluid dynamics (CFD) has significantly expanded the scope of fluid modeling, allowing enhanced analysis capabilities and improved simulation performance. While Eulerian methods already benefit extensively from AI, notably in reliable...