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AI Produces Data-driven OpenFOAM Speedup
By Amelia Hernandez | WASHINGTON, D.C. – 2025/06/19 07:35:11
New applications developed by researchers combine High-Performance Computing (HPC) simulations with Artificial Intelligence (AI) to enhance scientific and engineering modeling. The applications leverage the open-source computational fluid dynamics solver OpenFOAM and the SmartSim AI/ML library.
The advanced applications,created by researchers from TU Darmstadt,TU Dresden,Hewlett Packard Enterprise (HPE),and Intel,integrate HPC simulations with AI techniques.This integration utilizes OpenFOAM and the HPE-led SmartSim AI/ML library. The results suggest a significant potential for improving the precision and capabilities of traditional scientific and engineering modeling through data-driven approaches.
These techniques promise to accelerate scientific finding and engineering prototyping. This acceleration is achieved by enabling researchers to conduct larger and more intricate simulations on contemporary computational resources.
Benefits of AI-Enhanced Simulations
The combination of AI and HPC simulations offers several advantages, including:
- Increased accuracy in modeling complex systems.
