Here we present analysis of the contribution of human-caused climate change to the frequency of events such as the record high temperatures that occurred across Australia on 7 January 2013, in Sydney on 18 January 2013, and the record 5-day spell of maximum temperatures above 42C in January 2014 . The recently launched citizen science distributed computing project weather@home ANZ ( http://www.climateprediction.net/weatherathome/australia-new-zealand-heat-waves/ ) has generated very large ensembles of simulated regional daily weather data needed for the attribution of extreme events. By comparing the frequency of extreme daily temperatures in the model simulations for 2013 and 2014 and for a counter-factual world without any human influences on the regional climate, we assess the role of human influences on the likelihood of these cases of record high daily temperatures in Australia in 2013 and 2014.