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20212024
most citedA Generative Adversarial Network for Climate Tipping Point Discovery (TIP-GAN)

3 citations · 6 across the 3 of their papers we have counts for

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cs.LG2023★ 3 cited

A Generative Adversarial Network for Climate Tipping Point Discovery (TIP-GAN)

Jennifer Sleeman, David Chung, Anand Gnanadesikan +10

We propose a new Tipping Point Generative Adversarial Network (TIP-GAN) for better characterizing potential climate tipping points in Earth system models. We describe an adversaria…

cs.AI2023★ 2 cited

Using Artificial Intelligence to aid Scientific Discovery of Climate Tipping Points

Jennifer Sleeman, David Chung, Chace Ashcraft +10

We propose a hybrid Artificial Intelligence (AI) climate modeling approach that enables climate modelers in scientific discovery using a climate-targeted simulation methodology bas…