Snapshot and time-dependent inversions of glacier basal sliding

This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are o…

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

Ice-sheet and Sea-level System Model (ISSM) source code

A general PINN framework for solving ice sheet modeling

Instructed Glacier Model (IGM)

Exercises for lecture on ice-sheet modeling

Bayesian Earthquake Analysis Tool

hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations

Interactive data visualizations and plotting in Julia

SciML glacier model

A synthetic aperture radar processor written in Julia

These are Julia programs to visualize and manipulate PolSAR images with .SLC and .MLC extensions

JuliaClimate Notebooks

An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

A handy tool to utilize SFC-CAE

This action runs the tests in a Julia package.

Julia library for stylized terminal output

Julia bindings for the Enzyme automatic differentiator

From 0 to Hero!

Implementation of a Gaussian mixture model with Metropolis-Hastings algorithm

The Instructed Glacier Model (IGM)

A PyTorch implementation of texture synthesis by Gatys et al. (2015) (https://arxiv.org/abs/1505.07376).

Repetitive pretty pictures on demand

Code for the paper "Two-Stream Convolutional Networks for Dynamic Texture Synthesis". Presented at CVPR '18.

Tensorflow implementation of paper - "Texture Synthesis Using Convolutional Neural Networks"