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artop

Active Region Topology - a tool for studying topological quantities in solar active regions

bachelor_thesis

convolutionalneuraloperator

This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs

dl-fundamentals

Deep Learning Fundamentals -- Code material and exercises

fastqsl

A module to calculate Q Factor with GPU

flhtools

Field-line helicity tools (python)

instrumenttoinstrument

jaxpi

long-time-integration-pi-deeponets

lvmagp

magnetic_field_line

magnetic_modeling_codes

FORTRAN and IDL codes to analyze solar magnetic field observations and construct magnetic models

mgjeon.github.io

mhd_pino

Use PINOs to solve MHD equations

multichannelchdetection

Multi-channel coronal hole detection with convolutional neural networks

neuraloperator

Learning in infinite dimension with neural operators.

nf2

pfss

Potential Field Source Surface model in a spherical shell, using finite differences.

pfsspy

Potential Field Source Surface model package for Python

physics-informed-deeponets

physics_informed

pino_applications

Applications of PINOs

pix2pixcc

Pix2PixCC codes: an improved model for image-to-image translation and scientific data analysis

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pysindy

A package for the sparse identification of nonlinear dynamical systems from data

resources

List of resources

sharps

The SHARP data includes images of active regions, together with metadata keywords that describe their characteristics, taken by the NASA Solar Dynamics Observatory

skymakercam

Virtual camera based on sdss-basecam using a star catalog

solarimagequalityassessment

Anomaly Detection and Image Quality Metric for Solar Images with Generative Adversarial Networks

spinn

Source code for Separable PINN