https://insidebigdata.com/tag/markov-decision-process/ Your Source for AI, Data Science, Deep Learning & Machine Learning Strategies Tue, 30 May 2023 18:32:21 +0000 en-US hourly 1 https://wordpress.org/?v=6.3.2 136462205 https://insidebigdata.com/2022/09/09/ai-under-the-hood-mixing-things-up-optimizing-fluid-mixing-with-machine-learning/ https://insidebigdata.com/2022/09/09/ai-under-the-hood-mixing-things-up-optimizing-fluid-mixing-with-machine-learning/#respond Fri, 09 Sep 2022 13:00:00 +0000 https://insidebigdata.com/?p=30315 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. While turbulent mixing is effective, it cannot always be sustained and can damage the materials involved. To address this issue, researchers from Japan (Tokyo University of Science) have now proposed an optimization approach to fluid mixing for laminar flows using machine learning, which can be extended to turbulent mixing as well.]]> https://insidebigdata.com/2022/09/09/ai-under-the-hood-mixing-things-up-optimizing-fluid-mixing-with-machine-learning/feed/ 0 30315