There are articles on a number of items of interest here, including the Antikythera mechanism.
Finally, as Paul Keyser told me, “Classical scholarship is very literary, and focusses on texts—such as the writing of Homer, Sophocles, Virgil, or Horace, or it is old-fashioned and historical, and focusses on leaders and battles, through the texts of Herodotus and Thucydides, or it is anthropological-archeological, and focusses on population distributions and suchlike. So when an archeological discovery about ancient technology arrives, it does not fit, because it’s new, it’s scientific, and it’s not a text. Plus, there is only one such device, and unique items tend to worry scholars and scientists, who quite reasonably prefer patterns and larger collections of data.”