Enhancing RANS Simulations Through Neural Network-Optimized Closure Coefficients
Volume 2: Computational Fluid Dynamics (CFDTC); Micro and Nano Fluid Dynamics (MNFDTC); Flow Visualization
ASME 2024 Fluids Engineering Division Summer Meeting, FEDSM 2024; 2024 Heat Transfer Summer Conference and the ASME 2024 18th International Conference on Energy Sustainability
American Society of Mechanical Engineers
2024
Study of the Flow Around a High Voltage Battery Module to Be Applied in Leak Testing
Volume 1: Fluid Applications and Systems (FASTC); Fluid Measurement and Instrumentation (FMITC); Fluid Mechanics (FMTC); Multiphase Flow (MFTC)
ASME 2024 Fluids Engineering Division Summer Meeting, FEDSM 2024; 2024 Heat Transfer Summer Conference and the ASME 2024 18th International Conference on Energy Sustainability
American Society of Mechanical Engineers
2024
Benchmark of Aerodynamic Surrogate Models on Varying Training Datasets
2023 JSAE Annual Congress (Spring)
2023
Surrogate model benchmark for kω-SST RANS turbulence closure coefficients
Journal of Wind Engineering and Industrial Aerodynamics
2024
246
105678
Race Car Flow Field Analysis using Autoencoders and Clustering
International Journal of Automotive Engineering
2023
14
2
35-42
Comparison of Deep Learning Architectures for Dimensionality Reduction of 3D Flow Fields of a Racing Car
SAE Technical Paper Series
SAE International
2023
Experimental and Numerical Investigations on Time-Resolved Flow Field Data of a Full-Scale Open-Jet Automotive Wind Tunnel
SAE Technical Paper Series
SAE International
2021
Comparison of Time-Resolved Experimental and Numerical Data in the Wake of a Full-Scale Passenger Car
International Journal of Automotive Engineering
2020
11
4
185-192
Experimental and Numerical Investigations on Isolated, Treaded and Rotating Car Wheels
SAE Technical Paper Series
SAE International
2020
CFD investigation on fully detailed and deformed car tires
International Journal of Automotive Engineering
2019
10
4
324-331