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12/04/2022
Insights into the drivers and spatio-temporal trends of extreme Mediterranean wildfires with statistical deep-learning
Extreme wildfires continue to be a significant cause of human death and ...
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10/30/2021
Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks
Modelling dependencies between climate extremes is important for climate...
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12/11/2014
Distinguishing cause from effect using observational data: methods and benchmarks
The discovery of causal relationships from purely observational data is ...
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03/15/2012
Inferring deterministic causal relations
We consider two variables that are related to each other by an invertibl...
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02/14/2012