DITTO Summit 2026
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Session Details

Data, Observation & Modelling

Oral A3 Data-Driven Emulators

Thu. Nov 12, 2026 4:00 PM - 5:30 PM JST
Thu. Nov 12, 2026 7:00 AM - 8:30 AM UTC
Room A (Oshidori) (2F)
Chair: Alain Arnaud, Deanesh Ramsewak
4:00 PM - 4:15 PM JST(7:00 AM - 7:15 AM UTC)

[hyhteQZr-01]A Differentiable, Performance-Portable, Multi-Fidelity Computational Framework for Digital Twins of the Ocean

*Patrick Heimbach (1. University of Texas at Austin (USA))
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4:15 PM - 4:30 PM JST(7:15 AM - 7:30 AM UTC)

[hyhteQZr-02]Differentiable Earth: Theory and Practice

*Takeshi Enomoto1 (1. Kyoto University (Japan))
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4:30 PM - 4:45 PM JST(7:30 AM - 7:45 AM UTC)

[hyhteQZr-03]Reconstructing the ocean state from observations through Physics-Informed Neural Networks

*Bruno Buongiorno Nardelli1 (1. Consiglio Nazionale delle Ricerche - Istituto di Scienze Marine (Italy))
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4:45 PM - 5:00 PM JST(7:45 AM - 8:00 AM UTC)

[hyhteQZr-04]The Atlas of Ocean Microplastics (AOMI): Harmonized Observational Data for Marine Microplastic Research and Digital Twins of the Ocean

*Tahira Irfan (1. Center for Ocean Plastics Studies, Research Institute for Applied Mechanics, Kyushu University (Japan))
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5:00 PM - 5:15 PM JST(8:00 AM - 8:15 AM UTC)

[hyhteQZr-05]Physics Informed Shallow Water Emulator

*Iuri Gorenstein1 (1. Universidade de São Paulo (Brazil))
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5:15 PM - 5:30 PM JST(8:15 AM - 8:30 AM UTC)

[hyhteQZr-06]A Physics-Guided Deep Learning Approach for Kuroshio Extension Prediction

*Yu-Xuan FU (1. The University of Tokyo (Japan))
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