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ORCIDTakuya Kurihana
Person information
- affiliation: Fujitsu, Sunnyvale, CA, USA
- affiliation (former): Oak Ridge National Laboratory, Oak Ridge, USA
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2020 – today
- 2025
[c5]Xiao Wang
, Jong-Youl Choi, Takuya Kurihana, Isaac Lyngaas, Hong-Jun Yoon, Xi Xiao, David Pugmire, Ming Fan, Nasik Muhammad Nafi, Aristeidis Tsaris, Ashwin M. Aji, Maliha Hossain, Mohamed Wahib, Dali Wang, Peter E. Thornton, Prasanna Balaprakash, Moetasim Ashfaq, Dan Lu:
ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling. SC 2025: 86-98- [i8]Xiao Wang, Jong-Youl Choi, Takuya Kurihana, Isaac Lyngaas, Hong-Jun Yoon, Ming Fan, Nasik Muhammad Nafi, Aristeidis Tsaris, Ashwin M. Aji, Maliha Hossain, Mohamed Wahib, Dali Wang, Peter E. Thornton, Prasanna Balaprakash, Moetasim Ashfaq, Dan Lu:
ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling. CoRR abs/2505.04802 (2025) - [i7]Takuya Kurihana, Xiaojian Zhang, Wing Yee Au, Hon Yung Wong:
Harnessing Rich Multi-Modal Data for Spatial-Temporal Homophily-Embedded Graph Learning Across Domains and Localities. CoRR abs/2512.11178 (2025) - 2024
- [j3]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: 105508 (2024) - [c4]Valentine Anantharaj, Takuya Kurihana, Sajal Dash, Gabriele Padovani, Sandro Fiore:
Exploring Vision Transformers on the Frontier Supercomputer for Remote Sensing and Geoscientific Applications. IGARSS 2024: 3085-3088 - [c3]Gabriele Padovani, Valentine Anantharaj, Ludovica Sacco, Takuya Kurihana, M. Bunino, K. Tsolaki, M. Girone, F. Antonio, Carolina Sopranzetti, M. Fronza, Sandro Fiore:
A software ecosystem for multi-level provenance management in large-scale scientific workflows for AI applications. SC Workshops 2024: 2024-2031 - [c2]Takuya Kurihana, Tyler J. Skluzacek, Rafael Ferreira da Silva, Valentine Anantharaj:
Scalable Multi-Facility Workflows for Artificial Intelligence Applications in Climate Research. SC Workshops 2024: 2127-2134 - 2023
- [i6]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 abs/2312.13212 (2023) - 2022
- [j2]Takuya Kurihana, Elisabeth Moyer, Ian T. Foster:
AICCA: AI-Driven Cloud Classification Atlas. Remote. Sens. 14(22): 5690 (2022) - [j1]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: 1-25 (2022) - [i5]Takuya Kurihana, Elisabeth Moyer, Ian T. Foster:
AICCA: AI-driven Cloud Classification Atlas. CoRR abs/2209.15096 (2022) - [i4]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 abs/2209.15585 (2022) - [i3]Takuya Kurihana, James Franke, Ian T. Foster, Ziwei Wang, Elisabeth Moyer:
Insight into cloud processes from unsupervised classification with a rotationally invariant autoencoder. CoRR abs/2211.00860 (2022) - [i2]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 abs/2211.10884 (2022) - 2021
- [c1]Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster:
Cloud Clustering Over January 2003 via Scalable Rotationally Invariant Autoencoder. e-Science 2021: 253-254 - [i1]Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster:
Data-driven Cloud Clustering via a Rotationally Invariant Autoencoder. CoRR abs/2103.04885 (2021)
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