Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting

Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting

27 March 2025

Luke Van Roekel

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Papers citing "Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting"

9 / 9 papers shown

Title
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks Xihaier Luo Wei Xu Yihui Ren Shinjae Yoo B. Nadiga 77 12 0 21 Jan 2024
Surrogate Neural Networks to Estimate Parametric Sensitivity of Ocean Models Yixuan Sun Elizabeth Cucuzzella Steven Brus S. Narayanan B. Nadiga Luke Van Roekel Jan Huckelheim Sandeep Madireddy 55 3 0 10 Nov 2023
OceanBench: The Sea Surface Height Edition J. E. Johnson Q. Febvre Anastasia Gorbunova Sammy Metref M. Ballarotta Julien Le Sommer Ronan Fablet 70 2 0 27 Sep 2023
Gaussian processes at the Helm(holtz): A more fluid model for ocean currents Renato Berlinghieri Brian L. Trippe David R. Burt Ryan Giordano K. Srinivasan Tamay Ozgokmen Junfei Xia Tamara Broderick 61 10 0 20 Feb 2023
Generalizable Implicit Neural Representations via Instance Pattern Composers Chiheon Kim Doyup Lee Saehoon Kim Minsu Cho Wook-Shin Han AI4CE 86 25 0 23 Nov 2022
A Bayesian Deep Learning Approach to Near-Term Climate Prediction Xihaier Luo Balasubramanya T. Nadiga Yihui Ren Ji Hwan Park Wei Xu Shinjae Yoo BDL AI4CE 60 12 0 23 Feb 2022
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 213 632 0 22 Nov 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 514 2,456 0 18 Oct 2020
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 135 3,709 0 16 Jan 2019