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Takuya Kurihana

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A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network

Dec 20, 2023
Takuya Kurihana, Kyongmin Yeo, Daniela Szwarcman, Bruce Elmegreen, Karthik Mukkavilli, Johannes Schmude, Levente Klein

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Insight into cloud processes from unsupervised classification with a rotationally invariant autoencoder

Nov 20, 2022
Takuya Kurihana, James Franke, Ian Foster, Ziwei Wang, Elisabeth Moyer

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Multi-scale Digital Twin: Developing a fast and physics-informed surrogate model for groundwater contamination with uncertain climate models

Nov 20, 2022
Lijing Wang, Takuya Kurihana, Aurelien Meray, Ilijana Mastilovic, Satyarth Praveen, Zexuan Xu, Milad Memarzadeh, Alexander Lavin, Haruko Wainwright

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Cloud Classification with Unsupervised Deep Learning

Sep 30, 2022
Takuya Kurihana, Ian Foster, Rebecca Willett, Sydney Jenkins, Kathryn Koenig, Ruby Werman, Ricardo Barros Lourenco, Casper Neo, Elisabeth Moyer

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AICCA: AI-driven Cloud Classification Atlas

Sep 29, 2022
Takuya Kurihana, Elisabeth Moyer, Ian Foster

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Data-driven Cloud Clustering via a Rotationally Invariant Autoencoder

Mar 08, 2021
Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian Foster

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