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MIT-derived algorithm helps forecast the frequency of extreme weather

MIT-derived algorithm helps forecast the frequency of extreme weather
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United States , Department Of Energy , District Of Columbia , Ruby Leung , Barthel Sorensen , Shixuan Zhang , Pedram Hassanzadeh , Bryce Harrop , Energy Exascale Earth System Model , Us Defense Advanced Research Projects Agency , Us Department Of Energy , Pacific Northwest National Laboratory , University Of Chicago , Modeling Earth , Benedikt Barthel Sorensen , Hurricane Sandy , Climate Extremes Theory , Advanced Research Projects ,

Machine Learning Corrects Coarse Climate Model Predictions

To assess a community's risk of extreme weather, policymakers rely first on global climate models that can be run decades, and even centuries, forward in time, but only at a coarse resolution. ....

United States , Department Of Energy , District Of Columbia , Ruby Leung , Williami Koch , Shixuan Zhang , Themistoklis Sapsis , Barthel Sorensen , Laura Thomsonmar , Bryce Harrop , Us Department Of Energy , Energy Exascale Earth System Model , Pacific Northwest National Laboratory , Department Of Mechanical Engineering , Ocean Engineering , Modeling Earth , Benedikt Barthel Sorensen , Hurricane Sandy ,

MIT-derived algorithm helps forecast the frequency of extreme weather

MIT researchers developed a method to improve predictions from large-scale climate models. When paired with smaller-scale models to predict specific weather events such as tropical cyclones or floods, the approach produced more accurate predictions for how often specific locations will experience those events over the next few decades. ....

United States , Department Of Energy , District Of Columbia , Themistoklis Sapsis , Bryce Harrop , Williami Koch , Shixuan Zhang , Pedram Hassanzadeh , Ruby Leung , Barthel Sorensen , Energy Exascale Earth System Model , University Of Chicago , Department Of Mechanical Engineering , Pacific Northwest National Laboratory , Us Defense Advanced Research Projects Agency , Us Department Of Energy , Ocean Engineering , Modeling Earth , Benedikt Barthel Sorensen , Hurricane Sandy , Climate Extremes Theory , Advanced Research Projects ,

MIT Algorithm Predicts Extreme Weather Frequency

MIT Algorithm Predicts Extreme Weather Frequency
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United States , Department Of Energy , District Of Columbia , Bryce Harrop , Ruby Leung , Shixuan Zhang , Barthel Sorensen , Pedram Hassanzadeh , Us Department Of Energy , Pacific Northwest National Laboratory , Us Defense Advanced Research Projects Agency , Energy Exascale Earth System Model , University Of Chicago , Modeling Earth , Benedikt Barthel Sorensen , Alexis Tzianni Charalampopoulos , Hurricane Sandy , Climate Extremes Theory , Advanced Research Projects ,