Convergent Science Enhancing CONVERGE’s Autonomous Meshing CFD Technology With NVIDIA GPUs

Madison, Wisconsin—November 18, 2025—Convergent Science is excited to announce an enhanced partnership with NVIDIA Corporation to enhance autonomous meshing, a core CONVERGE technical capability, with NVIDIA accelerated computing.

In typical computational fluid dynamics (CFD) tools, discretizing the simulation domain into a computational mesh represents an onerous, hands-on engineering task. In CONVERGE, the domain is discretized autonomously—the simulation engineer describes where, when, and how resolution is required, then hands the meshing task off to the CFD solver. Throughout the simulation, CONVERGE dynamically refines or coarsens the mesh depending on the local flow conditions. Combining CONVERGE autonomous meshing with NVIDIA GPUs speeds simulation timeframes, accelerating engineering analysis and allowing the practical study of larger design spaces.

Explains Dr. Kelly Senecal, Owner and Vice President of Convergent Science, “For many years, we have been incrementally adding GPU solver support in CONVERGE. Because our meshes change dynamically throughout the simulation, porting our autonomous meshing technology in a computationally efficient manner has represented the biggest challenge. We now have a path forward, and we are excited to combine our world-class CFD technology with NVIDIA’s world-class GPU development experts to bring our autonomous meshing capability, and our entire CONVERGE CFD solver, to the GPU computing ecosystem.”