7 citations · 16 across the 3 of their papers we have counts for
4 papers
Controlling Weather Field Synthesis Using Variational Autoencoders
Dario Augusto Borges Oliveira, Jorge Guevara Diaz, Bianca Zadrozny +1
One of the consequences of climate change is anobserved increase in the frequency of extreme cli-mate events. That poses a challenge for weatherforecast and generation algorithms,…
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
Jorge Guevara, Dario Borges, Campbell Watson +1
Future climate change scenarios are usually hypothesized using simulations from weather generators. However, there only a few works comparing and evaluating promising deep learning…
A modular framework for extreme weather generation
Bianca Zadrozny, Campbell D. Watson, Daniela Szwarcman +4
Extreme weather events have an enormous impact on society and are expected to become more frequent and severe with climate change. In this context, resilience planning becomes cruc…
A data-driven workflow for predicting horizontal well production using vertical well logs
Jorge Guevara, Matthias Kormaksson, Bianca Zadrozny +6
In recent work, data-driven sweet spotting technique for shale plays previously explored with vertical wells has been proposed. Here, we extend this technique to multiple formation…