Knowledge distillation is a paradigm in which a compact “student” network is trained to emulate the performance of a larger, more complex “teacher” network. By transferring dark knowledge—subtle ...

Distillation columns are extensively deployed in the chemical process industries when there is a need for separation of components that have different boiling points. Typically, a mixture of ...

A well-planned and executed test run of existing equipment followed by a distillation fundamentals review can yield cost-effective production increases. On an existing extractive distillation ...