JordiBolibar

ALPGM

ALpine Parameterized Glacier Model (ALPGM v1.2). Open-source regional glacier evolution model based on deep learning and parametrizations.

Glaciers-to-J2K

Allows J2K to read glacier evolution simulations from any glacier model. Dynamic glacier evolution for the J2K hydrological model

cryosphere-links

This is a link list with awesome data, models, and tools around the cryosphere.

ODINN.jl

Global glacier model using Universal Differential Equations for climate-glacier interactions

J2K-glacier

J2K hydrological model (Krause et al., 2001) augmented with dynamic glacier evolution based on the ALpine Parameterized Glacier Model (ALPGM; Bolibar, 2020)

Project_MB_Regression

Tutorial to learn how to train different machine learning methods to model glacier mass balance.

SphereUDE.jl

A Julia package for regression in the sphere based on Universal Differential Equations

AIR-suitability-index

Quantifying winter water storage potential of glacial-fed catchments using artificial ice reservoirs (aka icestupas) of

ALPGM_data

Datasets (shapefiles and raster files) used in ALPGM

alpine-climate

Past and future climate analysis in the French Alps using SAFRAN (Durand et al., 2009) and ADAMONT (Verfaillie et al., 2018)

DiffEqDocs.jl

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

DiffEqFlux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

DiffEqOperators.jl

Linear operators for discretizations of differential equations and scientific machine learning (SciML)

DiffEqSensitivity-Review

A Review of Sensitivity Methods for Differential Equations

Huginn.jl

Glacier ice flow universal differential equations models

JordiBolibar

Personal repository

MassBalanceMachine

Global machine learning glacier mass balance modelling, capable of assimilating all sources of glaciological and remote sensing data

MC-Toolkit

Materials for MC-Toolkit meetings at IGE

Muninn.jl

Machine learning glacier mass balance models for ODINN.jl

Optimization.jl

Local, global, and beyond optimization for scientific machine learning (SciML)

PhD_manuscript

Sleipnir.jl

Base structures for ODINN.jl

surface_classification

Unsupervised surface classification on ICESat-2's ATL03

timeseries-2-kml

Converts an array with time series to KML polygons, in order to produce animations using shapefiles.

UDESphere

Fitting Paths in the Sphere using UDEs

Zygote.jl

Intimate Affection Auditor