Stanford University, SLAC National Accelerator Laboratory; University of Connecticut; University of Melbourne; Sandia National Laboratory; Polytechnique Montréal; Stanford University
Wai Tong Chung, Bassem Akoush, Pushan Sharma, Alex Tamkin, Ki Sung Jung, Jacqueline Chen, Jack Guo, Davy Brouzet, Mohsen Talei, Bruno Savard, Alexei Poludnenko, Matthias Ihme
Super-resolution;3D;Neural Scaling Laws;Physics-informed Loss;Computational Fluid Dynamics;Partial Differential Equations;Turbulent Reacting Flows;Direct Numerical Simulation;Fluid Mechanics;Combustion;Computer Vision
Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data