Person

Jonathan Koh Boon Han

This person is no longer with EPFL

I am currently a PhD candidate at EPFL under the supervision of Prof. Anthony C. Davison. My broad research focus is on Extreme Value Theory (EVT), a branch of probability and statistics that deals with the analysis of extreme and rare events. My narrower research interest lies in the intersection of EVT, spatial statistics, machine learning and Bayesian statistics, applied to environmental research problems.

Official source

https://people.epfl.ch/jonathan.koh

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Jonathan Koh Boon Han

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Spatiotemporal wildfire modeling through point processes with moderate and extreme marks

Gradient boosting with extreme-value theory for wildfire prediction

Spatiotemporal modelling of extreme wildfires and severe thunderstorm environments

Spatiotemporal modelling of extreme wildfires and severe thunderstorm environments

Spatiotemporal wildfire modeling through point processes with moderate and extreme marks

Gradient boosting with extreme-value theory for wildfire prediction