Researchers from Japan adopt a reinforcement learning-based approach to study the process of fluid mixing during laminar flow Fluid mixing is an important part of several industrial processes and ...

Fluid mixing is an important part of several industrial processes and chemical reactions. However, the process often relies on trial-and-error-based experiments instead of mathematical optimization.

Mixing of fluids is a critical component in many industrial and chemical processes. Pharmaceutical mixing and chemical reactions, for instance, may require homogeneous fluid mixing. Achieving this ...