publications

The following is a list of publications.

2025

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    Coupled Graph Neural Network and Fourier Neural Operator Architecture for Ensemble Workflows in 3D Reservoir Simulation
    S. T. Sathujoda, and S. Sheth
    In SPE Reservoir Simulation Conference, Mar 2025

2024

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    Modeling Complex Fluid Flow in Porous Media Using Graph Neural Networks
    S. T. Sathujoda, and S. Sheth
    In European Conference on the Mathematics of Geological Reservoirs, Sep 2024

2023

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    Exciton-Polariton Condensates: A Fourier Neural Operator Approach
    Surya T. Sathujoda, Yuan Wang, and Kanishk Gandhi
    In NeurIPS 2023 AI for Science Workshop, Sep 2023
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    Physics-informed Localized Learning for Advection-Diffusion-Reaction Systems
    Surya T. Sathujoda, and Soham M Sheth
    In ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, Sep 2023