Heike Kamerlingh Onnes discovered superconductivity in 1911,
but before this no one could explain how materials lost all resistance.
However, this theory does not predict which materials can superconduct,
does not not explain the behavior of new high-temperature superconductors.
See also in The book of science:
Readings on wikipedia: