DITTO Summit 2026
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Session Details

Al, Automation & Optimization

Oral C3 Al, Automation & Optimization

Thu. Nov 12, 2026 4:00 PM - 5:30 PM JST
Thu. Nov 12, 2026 7:00 AM - 8:30 AM UTC
Room C (201) (2F)
Chair: Di Wan, Justin Buck, Takeshi Doi
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4:00 PM - 4:15 PM JST(7:00 AM - 7:15 AM UTC)

[GW9BIT7e-01]How ocean reanalysis are used to train Machine Learning Emulators

Yann Drillet (1. Mercator Ocean International (France))
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4:15 PM - 4:30 PM JST(7:15 AM - 7:30 AM UTC)

[GW9BIT7e-02]Uncertainty-Aware Satellite-to-Profile Mapping for Ocean Data Assimilation

*Geon-Min Lee (1. Hanyang University (Korea))
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4:30 PM - 4:45 PM JST(7:30 AM - 7:45 AM UTC)

[GW9BIT7e-03]BlueMath: An Open-Source and Modular Python Framework with Interactive Notebooks for the Development of Digital Twins of Coastal Climate Hazards in a Changing Climate

*Fernando Mendez1 (1. University of Cantabria (Spain))
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4:45 PM - 5:00 PM JST(7:45 AM - 8:00 AM UTC)

[GW9BIT7e-04]Automation of shadowgraph imaging analysis: detecting species and characterizing their preferred environments

*Mehul N. Sangekar (1. JAMSTEC (Japan))
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5:00 PM - 5:15 PM JST(8:00 AM - 8:15 AM UTC)

[GW9BIT7e-05]Causal Operator Learning for Marine Heatwave Prediction

*Dong Eun Lee (1. Chungnam National University (Korea))
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5:15 PM - 5:30 PM JST(8:15 AM - 8:30 AM UTC)

[GW9BIT7e-06]Enhanced Tropical Cyclone Track Prediction Using Ocean–Atmosphere Coupled Model Simulations and Hybrid Ensemble Deep Learning Approaches

*Amit Kumar Jena1 (1. Japan Agency for Marine-Earth Science and Technology (Japan))
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