This wildfire simulator can predict risks to individual homes anywhere on Earth

In the summer of 2018, a devastating fire tore through Greece’s Attica region. In its aftermath, four scientists from the University of Cambridge and Imperial College London — including two Greeks — set out to answer a simple yet crucial question: why did some houses burn while others were left untouched? That question set off years of research into computer simulations for predicting wildfire risk and behaviour. In December 2023, the scientists founded Pinepeak to bring their idea out of the lab and into the market. Pinepeak’s wildfire prediction technology combines machine learning algorithms trained on satellite data with cutting-edge…

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