Cloud Clustering Over January 2003 via Scalable Rotationally Invariant Autoencoder. - Takuya Kurihana; Elisabeth Moyer; Rebecca Willett; Davis Gilton; Ian T. Foster (e-Science, 2021)

Cloud Classification with Unsupervised Deep Learning. - Takuya Kurihana; Ian T. Foster; Rebecca Willett; Sydney Jenkins; Kathryn Koenig; Ruby Werman; Ricardo Barros Lourenço; Casper Neo; Elisabeth Moyer (CoRR, 2022)

Insight into cloud processes from unsupervised classification with a rotationally invariant autoencoder. - Takuya Kurihana; James Franke; Ian T. Foster; Ziwei Wang; Elisabeth Moyer (CoRR, 2022)

Multi-scale Digital Twin: Developing a fast and physics-informed surrogate model for groundwater contamination with uncertain climate models. - Lijing Wang; Takuya Kurihana; Aurelien Meray; Ilijana Mastilovic; Satyarth Praveen; Zexuan Xu; Milad Memarzadeh; Alexander Lavin; Haruko M. Wainwright (CoRR, 2022)

AICCA: AI-Driven Cloud Classification Atlas. - Takuya Kurihana; Elisabeth Moyer; Ian T. Foster (Remote. Sens., 2022)

Data-Driven Cloud Clustering via a Rotationally Invariant Autoencoder. - Takuya Kurihana; Elisabeth Moyer; Rebecca Willett; Davis Gilton; Ian T. Foster (IEEE Trans. Geosci. Remote. Sens., 2022)

A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network. - Takuya Kurihana; Kyongmin Yeo; Daniela Szwarcman; Bruce Elmegreen; S. Karthik Mukkavilli; Johannes Schmude; Levente J. Klein (CoRR, 2023)

Exploring Vision Transformers on the Frontier Supercomputer for Remote Sensing and Geoscientific Applications. - Valentine Anantharaj; Takuya Kurihana; Sajal Dash; Gabriele Padovani; Sandro Fiore (IGARSS, 2024)

Scalable Multi-Facility Workflows for Artificial Intelligence Applications in Climate Research. - Takuya Kurihana; Tyler J. Skluzacek; Rafael Ferreira da Silva; Valentine Anantharaj (SC Workshops, 2024)

A software ecosystem for multi-level provenance management in large-scale scientific workflows for AI applications. - Gabriele Padovani; Valentine Anantharaj; Ludovica Sacco; Takuya Kurihana; M. Bunino; K. Tsolaki; M. Girone; F. Antonio; Carolina Sopranzetti; M. Fronza; Sandro Fiore (SC Workshops, 2024)

Physics-informed surrogate modeling for supporting climate resilience at groundwater contamination sites. - Aurelien Meray; Lijing Wang; Takuya Kurihana; Ilijana Mastilovic; Satyarth Praveen; Zexuan Xu; Milad Memarzadeh; Alexander Lavin; Haruko M. Wainwright (Comput. Geosci., 2024)