Stars
Official implementation of Score-based Data Assimilation
Python codes reading and processing LLC4320 model
Subscribe and bulk download collections of data at PO.DAAC
A flexible framework for solving PDEs with modern spectral methods.
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
Learning in infinite dimension with neural operators.
Community codes for processing SWOT data. This is a community code repo, does not include the algorithms that belong to the project.
Extrapolate Sea Surface Height and Temperature data to get three dimensional ocean state.
Summer 2023 HMEI Internship with University of Washington Ocean Dynamics Group -- Deep Learning for Sea Surface Temperature Interpolation
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
Main code for Parcels (Probably A Really Computationally Efficient Lagrangian Simulator)
A list of recommended Python libraries, and resources, intended for scientific Python users.
SpeCtral/Statistical Utility Belt for Altimetry application
Zettelkasten or Slip box with notes written in LaTeX
Finite Size Lyapunov Exponent (FSLE) is a local lagrangian diagnostics that is widely used for the study of transport and mixing processes of oceanographic tracers (Sea surface temperature, Ocean c…
Diffusion-based Spatial Filtering of Gridded Data
Code examples for “Interactive Data Visualization for the Web”
A challenge on the mapping of real satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.
A library for dimensionality reduction on spatial-temporal PDE
A data visualization curriculum of interactive notebooks.
Tensorflow 2.0 implementation of Sinusodial Representation networks (SIREN)
Official implementation of "Implicit Neural Representations with Periodic Activation Functions"