This blog post is a call for papers for a special issue on GPU-Driven Computational Fluid Dynamics (CFD) in the journal Computation. It invites high-quality contributions focusing on advancements in HPC and numerical methods related to GPU architectures, emphasizing topics like performance portability and machine learning in CFD. Submissions are welcome until November 30, 2027, and APC waivers are available.