Takuya Kurihana

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Rotationally Invariant

Supervised Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Aurelien Meray, Lijing Wang, Takuya Kurihana, Ilijana Mastilovic, Satyarth Praveen, Zexuan Xu, Milad Memarzadeh, Alexander Lavin, Haruko M. Wainwright
Physics-informed surrogate modeling for supporting climate resilience at groundwater contamination sites. Comput. Geosci. 183 (2024)
Takuya Kurihana, Kyongmin Yeo, Daniela Szwarcman, Bruce Elmegreen, S. Karthik Mukkavilli, Johannes Schmude, Levente J. Klein
A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network. CoRR (2023)
Takuya Kurihana, Elisabeth Moyer, Ian T. Foster
AICCA: AI-Driven Cloud Classification Atlas. Remote. Sens. 14 (22) (2022)
Takuya Kurihana, James Franke, Ian T. Foster, Ziwei Wang, Elisabeth Moyer
Insight into cloud processes from unsupervised classification with a rotationally invariant autoencoder. CoRR (2022)
Lijing Wang, Takuya Kurihana, Aurelien Meray, Ilijana Mastilovic, Satyarth Praveen, Zexuan Xu, Milad Memarzadeh, Alexander Lavin, Haruko M. Wainwright
Multi-scale Digital Twin: Developing a fast and physics-informed surrogate model for groundwater contamination with uncertain climate models. CoRR (2022)
Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster
Data-Driven Cloud Clustering via a Rotationally Invariant Autoencoder. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Takuya Kurihana, Elisabeth Moyer, Ian T. Foster
AICCA: AI-driven Cloud Classification Atlas. CoRR (2022)
Takuya Kurihana, Ian T. Foster, Rebecca Willett, Sydney Jenkins, Kathryn Koenig, Ruby Werman, Ricardo Barros Lourenço, Casper Neo, Elisabeth Moyer
Cloud Classification with Unsupervised Deep Learning. CoRR (2022)
Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster
Cloud Clustering Over January 2003 via Scalable Rotationally Invariant Autoencoder. e-Science (2021)
Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster
Data-driven Cloud Clustering via a Rotationally Invariant Autoencoder. CoRR (2021)