According to a recent LinkedIn post from SimScale, the company is showcasing a meshless smoothed particle hydrodynamics simulation using the PAMICS solver from AI engineering GmbH. The example, presented in a playful Halloween context, illustrates how the platform can model complex fluid mixing using only CAD geometry and particle-based methods.
The post suggests that the same simulation approach can be applied to real-world industrial use cases such as mixing tanks and gearbox lubrication, where moving parts interact dynamically with fluids. For investors, this emphasis on meshless, particle-based CFD capabilities may indicate SimScale’s intent to address demanding engineering workflows in process, automotive, and machinery sectors, potentially enhancing its value proposition versus traditional meshed solvers.
By highlighting a third-party solver (PAMICS) running within its environment, the post also implies an openness to partner technologies and an extensible simulation ecosystem. If this interoperability continues to expand, SimScale could deepen engagement with specialized engineering users and increase switching costs, which may support long-term customer retention and recurring revenue growth.