4 papers
Analysis of In-cylinder Flow Structures and Turbulence in a Laboratory Scale Engine using Direct Numerical Simulations
Bogdan A. Danciu, George K. Giannakopoulos, Mathis Bode +1
In-cylinder flow structures and turbulence characteristics are investigated using direct numerical simulations (DNS) in a laboratory-scale engine at technically relevant engine spe…
Direct Numerical Simulation of Hydrogen Combustion in a Real-Size IC Engine
Bogdan A. Danciu, George K. Giannakopoulos, Mathis Bode +1
This study presents the first Direct Numerical Simulation (DNS) of hydrogen combustion in a real-size internal combustion engine, investigating the complex dynamics of ignition, fl…
KinetiX: A performance portable code generator for chemical kinetics and transport properties
Bogdan A. Danciu, Christos E. Frouzakis
We present KinetiX, a software toolkit to generate computationally efficient fuel-specific routines for the chemical source term, thermodynamic and mixture-averaged transport prope…
Flow reconstruction in time-varying geometries using graph neural networks
Bogdan A. Danciu, Vito A. Pagone, Benjamin Böhm +2
The paper presents a Graph Attention Convolutional Network (GACN) for flow reconstruction from very sparse data in time-varying geometries. The model incorporates a feature propaga…