I would try a decent synthetic hydraulic fluid like brake fluid or transmission fluid. The latter is designed to handle heat. Either is less viscous than motor oil and therefore would circulate better.
A guaranteed circulation device would be an electric oil pump-- they used to sell those for automobiles, I don't doubt you could still find them online.
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